Overview

Brought to you by YData

Dataset statistics

	Full Dataset	Systematic Sample
Number of variables	78	78
Number of observations	1000000	30000
Missing cells	0	0
Missing cells (%)	0.0%	0.0%
Total size in memory	595.1 MiB	17.9 MiB
Average record size in memory	624.0 B	624.0 B

Variable types

	Full Dataset	Systematic Sample
Numeric	40	40
Text	38	38

Alerts

Full Dataset	Systematic Sample
`customer_id` has unique values	`customer_id` has unique values	Unique
`membership_years` has 99846 (10.0%) zeros	`membership_years` has 3047 (10.2%) zeros	Zeros
`number_of_children` has 199753 (20.0%) zeros	`number_of_children` has 6001 (20.0%) zeros	Zeros
`transaction_hour` has 41756 (4.2%) zeros	`transaction_hour` has 1312 (4.4%) zeros	Zeros
`avg_discount_used` has 10010 (1.0%) zeros	Alert not present in this dataset	Zeros
`in_store_purchases` has 10016 (1.0%) zeros	`in_store_purchases` has 317 (1.1%) zeros	Zeros
`total_returned_items` has 100060 (10.0%) zeros	`total_returned_items` has 3043 (10.1%) zeros	Zeros
`product_stock` has 10174 (1.0%) zeros	Alert not present in this dataset	Zeros
`customer_support_calls` has 49755 (5.0%) zeros	`customer_support_calls` has 1560 (5.2%) zeros	Zeros
`website_visits` has 10111 (1.0%) zeros	Alert not present in this dataset	Zeros
Alert not present in this dataset	`discount_applied` has 317 (1.1%) zeros	Zeros
Alert not present in this dataset	`product_return_rate` has 315 (1.1%) zeros	Zeros

Reproduction

	Full Dataset	Systematic Sample
Analysis started	2025-06-06 02:05:49.172463	2025-06-06 02:07:41.655463
Analysis finished	2025-06-06 02:07:41.630050	2025-06-06 02:07:45.980651
Duration	1 minute and 52.46 seconds	4.33 seconds
Software version	ydata-profiling vv4.16.1	ydata-profiling vv4.16.1
Download configuration	config.json	config.json

customer_id
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	1000000	30000
Distinct (%)	100.0%	100.0%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	500000.5	494984.5

	Full Dataset	Systematic Sample
Minimum	1	1
Maximum	1000000	989968
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	1	1
5-th percentile	50000.95	49499.35
Q1	250000.75	247492.75
median	500000.5	494984.5
Q3	750000.25	742476.25
95-th percentile	950000.05	940469.65
Maximum	1000000	989968
Range	999999	989967
Interquartile range (IQR)	499999.5	494983.5

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	288675.2789	285793.1463
Coefficient of variation (CV)	0.5773499805	0.5773779711
Kurtosis	-1.2	-1.2
Mean	500000.5	494984.5
Median Absolute Deviation (MAD)	250000	247500
Skewness	-2.511790261 × 10^-15	0
Sum	5.000005 × 10¹¹	1.4849535 × 10¹⁰
Variance	8.333341667 × 10¹⁰	8.16777225 × 10¹⁰
Monotonicity	Strictly increasing	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
999984	1	< 0.1%
999983	1	< 0.1%
999982	1	< 0.1%
999981	1	< 0.1%
999980	1	< 0.1%
999979	1	< 0.1%
999978	1	< 0.1%
999977	1	< 0.1%
999976	1	< 0.1%
999975	1	< 0.1%
Other values (999990)	999990	> 99.9%

Value	Count	Frequency (%)
989440	1	< 0.1%
989407	1	< 0.1%
989374	1	< 0.1%
989341	1	< 0.1%
989308	1	< 0.1%
989275	1	< 0.1%
989242	1	< 0.1%
989209	1	< 0.1%
989176	1	< 0.1%
989143	1	< 0.1%
Other values (29990)	29990	> 99.9%

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%

Value	Count	Frequency (%)
1	1	< 0.1%
34	1	< 0.1%
67	1	< 0.1%
100	1	< 0.1%
133	1	< 0.1%

Value	Count	Frequency (%)
1	1	< 0.1%
34	1	< 0.1%
67	1	< 0.1%
100	1	< 0.1%
133	1	< 0.1%

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%

age
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	62	62
Distinct (%)	< 0.1%	0.2%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	48.496605	48.61583333

	Full Dataset	Systematic Sample
Minimum	18	18
Maximum	79	79
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	18	18
5-th percentile	21	21
Q1	33	33
median	49	49
Q3	64	64
95-th percentile	76	76
Maximum	79	79
Range	61	61
Interquartile range (IQR)	31	31

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	17.87438116	17.81809657
Coefficient of variation (CV)	0.3685697414	0.3665080973
Kurtosis	-1.198117884	-1.189797483
Mean	48.496605	48.61583333
Median Absolute Deviation (MAD)	15	15
Skewness	-0.0002769945754	-0.005388281958
Sum	48496605	1458475
Variance	319.493502	317.4845655
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
53	16423	1.6%
54	16412	1.6%
33	16407	1.6%
36	16363	1.6%
62	16324	1.6%
39	16290	1.6%
34	16284	1.6%
40	16274	1.6%
32	16264	1.6%
19	16248	1.6%
Other values (52)	836711	83.7%

Value	Count	Frequency (%)
47	532	1.8%
37	524	1.7%
42	520	1.7%
32	519	1.7%
79	517	1.7%
61	516	1.7%
53	516	1.7%
68	508	1.7%
33	507	1.7%
40	506	1.7%
Other values (52)	24835	82.8%

Value	Count	Frequency (%)
18	16003	1.6%
19	16248	1.6%
20	16116	1.6%
21	16016	1.6%
22	16211	1.6%

Value	Count	Frequency (%)
18	479	1.6%
19	484	1.6%
20	462	1.5%
21	467	1.6%
22	461	1.5%

Value	Count	Frequency (%)
18	479	< 0.1%
19	484	< 0.1%
20	462	< 0.1%
21	467	< 0.1%
22	461	< 0.1%

Value	Count	Frequency (%)
18	16003	53.3%
19	16248	54.2%
20	16116	53.7%
21	16016	53.4%
22	16211	54.0%

gender
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	6	6
Median length	5	5
Mean length	5.001174	5.0023
Min length	4	4

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	5001174	150069
Distinct characters	10	10
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Systematic Sample
1st row	Other	Other
2nd row	Female	Female
3rd row	Female	Other
4th row	Female	Male
5th row	Female	Male

Value	Count	Frequency (%)
other	333734	33.4%
female	333720	33.4%
male	332546	33.3%

Value	Count	Frequency (%)
other	10119	33.7%
female	9975	33.2%
male	9906	33.0%

Most occurring characters

Value	Count	Frequency (%)
e	1333720	26.7%
a	666266	13.3%
l	666266	13.3%
O	333734	6.7%
t	333734	6.7%
h	333734	6.7%
r	333734	6.7%
F	333720	6.7%
m	333720	6.7%
M	332546	6.6%

Value	Count	Frequency (%)
e	39975	26.6%
a	19881	13.2%
l	19881	13.2%
O	10119	6.7%
t	10119	6.7%
h	10119	6.7%
r	10119	6.7%
F	9975	6.6%
m	9975	6.6%
M	9906	6.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5001174	100.0%

Value	Count	Frequency (%)
(unknown)	150069	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	1333720	26.7%
a	666266	13.3%
l	666266	13.3%
O	333734	6.7%
t	333734	6.7%
h	333734	6.7%
r	333734	6.7%
F	333720	6.7%
m	333720	6.7%
M	332546	6.6%

Value	Count	Frequency (%)
e	39975	26.6%
a	19881	13.2%
l	19881	13.2%
O	10119	6.7%
t	10119	6.7%
h	10119	6.7%
r	10119	6.7%
F	9975	6.6%
m	9975	6.6%
M	9906	6.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5001174	100.0%

Value	Count	Frequency (%)
(unknown)	150069	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	1333720	26.7%
a	666266	13.3%
l	666266	13.3%
O	333734	6.7%
t	333734	6.7%
h	333734	6.7%
r	333734	6.7%
F	333720	6.7%
m	333720	6.7%
M	332546	6.6%

Value	Count	Frequency (%)
e	39975	26.6%
a	19881	13.2%
l	19881	13.2%
O	10119	6.7%
t	10119	6.7%
h	10119	6.7%
r	10119	6.7%
F	9975	6.6%
m	9975	6.6%
M	9906	6.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5001174	100.0%

Value	Count	Frequency (%)
(unknown)	150069	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	1333720	26.7%
a	666266	13.3%
l	666266	13.3%
O	333734	6.7%
t	333734	6.7%
h	333734	6.7%
r	333734	6.7%
F	333720	6.7%
m	333720	6.7%
M	332546	6.6%

Value	Count	Frequency (%)
e	39975	26.6%
a	19881	13.2%
l	19881	13.2%
O	10119	6.7%
t	10119	6.7%
h	10119	6.7%
r	10119	6.7%
F	9975	6.6%
m	9975	6.6%
M	9906	6.6%

income_bracket
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	6	6
Median length	4	4
Mean length	4.333713	4.335333333
Min length	3	3

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	4333713	130060
Distinct characters	12	12
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Systematic Sample
1st row	High	High
2nd row	Medium	High
3rd row	Low	High
4th row	Low	Low
5th row	Low	Low

Value	Count	Frequency (%)
high	333612	33.4%
medium	333367	33.3%
low	333021	33.3%

Value	Count	Frequency (%)
high	10060	33.5%
medium	10000	33.3%
low	9940	33.1%

Most occurring characters

Value	Count	Frequency (%)
i	666979	15.4%
H	333612	7.7%
g	333612	7.7%
h	333612	7.7%
M	333367	7.7%
e	333367	7.7%
d	333367	7.7%
u	333367	7.7%
m	333367	7.7%
L	333021	7.7%
Other values (2)	666042	15.4%

Value	Count	Frequency (%)
i	20060	15.4%
H	10060	7.7%
g	10060	7.7%
h	10060	7.7%
M	10000	7.7%
e	10000	7.7%
d	10000	7.7%
u	10000	7.7%
m	10000	7.7%
L	9940	7.6%
Other values (2)	19880	15.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4333713	100.0%

Value	Count	Frequency (%)
(unknown)	130060	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	666979	15.4%
H	333612	7.7%
g	333612	7.7%
h	333612	7.7%
M	333367	7.7%
e	333367	7.7%
d	333367	7.7%
u	333367	7.7%
m	333367	7.7%
L	333021	7.7%
Other values (2)	666042	15.4%

Value	Count	Frequency (%)
i	20060	15.4%
H	10060	7.7%
g	10060	7.7%
h	10060	7.7%
M	10000	7.7%
e	10000	7.7%
d	10000	7.7%
u	10000	7.7%
m	10000	7.7%
L	9940	7.6%
Other values (2)	19880	15.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4333713	100.0%

Value	Count	Frequency (%)
(unknown)	130060	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	666979	15.4%
H	333612	7.7%
g	333612	7.7%
h	333612	7.7%
M	333367	7.7%
e	333367	7.7%
d	333367	7.7%
u	333367	7.7%
m	333367	7.7%
L	333021	7.7%
Other values (2)	666042	15.4%

Value	Count	Frequency (%)
i	20060	15.4%
H	10060	7.7%
g	10060	7.7%
h	10060	7.7%
M	10000	7.7%
e	10000	7.7%
d	10000	7.7%
u	10000	7.7%
m	10000	7.7%
L	9940	7.6%
Other values (2)	19880	15.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4333713	100.0%

Value	Count	Frequency (%)
(unknown)	130060	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	666979	15.4%
H	333612	7.7%
g	333612	7.7%
h	333612	7.7%
M	333367	7.7%
e	333367	7.7%
d	333367	7.7%
u	333367	7.7%
m	333367	7.7%
L	333021	7.7%
Other values (2)	666042	15.4%

Value	Count	Frequency (%)
i	20060	15.4%
H	10060	7.7%
g	10060	7.7%
h	10060	7.7%
M	10000	7.7%
e	10000	7.7%
d	10000	7.7%
u	10000	7.7%
m	10000	7.7%
L	9940	7.6%
Other values (2)	19880	15.3%

loyalty_program
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	3	3
Median length	2	2
Mean length	2.499712	2.498133333
Min length	2	2

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	2499712	74944
Distinct characters	5	5
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Systematic Sample
1st row	No	No
2nd row	No	Yes
3rd row	No	Yes
4th row	No	Yes
5th row	Yes	Yes

Value	Count	Frequency (%)
no	500288	50.0%
yes	499712	50.0%

Value	Count	Frequency (%)
no	15056	50.2%
yes	14944	49.8%

Most occurring characters

Value	Count	Frequency (%)
N	500288	20.0%
o	500288	20.0%
Y	499712	20.0%
e	499712	20.0%
s	499712	20.0%

Value	Count	Frequency (%)
N	15056	20.1%
o	15056	20.1%
Y	14944	19.9%
e	14944	19.9%
s	14944	19.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2499712	100.0%

Value	Count	Frequency (%)
(unknown)	74944	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	500288	20.0%
o	500288	20.0%
Y	499712	20.0%
e	499712	20.0%
s	499712	20.0%

Value	Count	Frequency (%)
N	15056	20.1%
o	15056	20.1%
Y	14944	19.9%
e	14944	19.9%
s	14944	19.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2499712	100.0%

Value	Count	Frequency (%)
(unknown)	74944	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	500288	20.0%
o	500288	20.0%
Y	499712	20.0%
e	499712	20.0%
s	499712	20.0%

Value	Count	Frequency (%)
N	15056	20.1%
o	15056	20.1%
Y	14944	19.9%
e	14944	19.9%
s	14944	19.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2499712	100.0%

Value	Count	Frequency (%)
(unknown)	74944	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	500288	20.0%
o	500288	20.0%
Y	499712	20.0%
e	499712	20.0%
s	499712	20.0%

Value	Count	Frequency (%)
N	15056	20.1%
o	15056	20.1%
Y	14944	19.9%
e	14944	19.9%
s	14944	19.9%

membership_years
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	10	10
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	4.497453	4.486833333

	Full Dataset	Systematic Sample
Minimum	0	0
Maximum	9	9
Zeros	99846	3047
Zeros (%)	10.0%	10.2%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	0	0
5-th percentile	0	0
Q1	2	2
median	4	4
Q3	7	7
95-th percentile	9	9
Maximum	9	9
Range	9	9
Interquartile range (IQR)	5	5

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	2.872405571	2.872809613
Coefficient of variation (CV)	0.6386738385	0.640275535
Kurtosis	-1.22454665	-1.214547006
Mean	4.497453	4.486833333
Median Absolute Deviation (MAD)	3	2
Skewness	0.001590463324	0.007875075606
Sum	4497453	134605
Variance	8.250713764	8.253035073
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	100686	10.1%
5	100183	10.0%
4	100137	10.0%
9	99977	10.0%
2	99964	10.0%
8	99891	10.0%
6	99865	10.0%
0	99846	10.0%
7	99728	10.0%
3	99723	10.0%

Value	Count	Frequency (%)
9	3065	10.2%
5	3057	10.2%
0	3047	10.2%
4	3044	10.1%
6	3042	10.1%
1	2991	10.0%
2	2986	10.0%
3	2977	9.9%
7	2915	9.7%
8	2876	9.6%

Value	Count	Frequency (%)
0	99846	10.0%
1	100686	10.1%
2	99964	10.0%
3	99723	10.0%
4	100137	10.0%

Value	Count	Frequency (%)
0	3047	10.2%
1	2991	10.0%
2	2986	10.0%
3	2977	9.9%
4	3044	10.1%

Value	Count	Frequency (%)
0	3047	0.3%
1	2991	0.3%
2	2986	0.3%
3	2977	0.3%
4	3044	0.3%

Value	Count	Frequency (%)
0	99846	332.8%
1	100686	335.6%
2	99964	333.2%
3	99723	332.4%
4	100137	333.8%

churned
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	3	3
Median length	2	2
Mean length	2.499729	2.4964
Min length	2	2

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	2499729	74892
Distinct characters	5	5
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Systematic Sample
1st row	No	No
2nd row	No	Yes
3rd row	No	Yes
4th row	No	Yes
5th row	Yes	No

Value	Count	Frequency (%)
no	500271	50.0%
yes	499729	50.0%

Value	Count	Frequency (%)
no	15108	50.4%
yes	14892	49.6%

Most occurring characters

Value	Count	Frequency (%)
N	500271	20.0%
o	500271	20.0%
Y	499729	20.0%
e	499729	20.0%
s	499729	20.0%

Value	Count	Frequency (%)
N	15108	20.2%
o	15108	20.2%
Y	14892	19.9%
e	14892	19.9%
s	14892	19.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2499729	100.0%

Value	Count	Frequency (%)
(unknown)	74892	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	500271	20.0%
o	500271	20.0%
Y	499729	20.0%
e	499729	20.0%
s	499729	20.0%

Value	Count	Frequency (%)
N	15108	20.2%
o	15108	20.2%
Y	14892	19.9%
e	14892	19.9%
s	14892	19.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2499729	100.0%

Value	Count	Frequency (%)
(unknown)	74892	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	500271	20.0%
o	500271	20.0%
Y	499729	20.0%
e	499729	20.0%
s	499729	20.0%

Value	Count	Frequency (%)
N	15108	20.2%
o	15108	20.2%
Y	14892	19.9%
e	14892	19.9%
s	14892	19.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2499729	100.0%

Value	Count	Frequency (%)
(unknown)	74892	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	500271	20.0%
o	500271	20.0%
Y	499729	20.0%
e	499729	20.0%
s	499729	20.0%

Value	Count	Frequency (%)
N	15108	20.2%
o	15108	20.2%
Y	14892	19.9%
e	14892	19.9%
s	14892	19.9%

marital_status
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	8	8
Median length	7	7
Mean length	7.000866	7.0019
Min length	6	6

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	7000866	210057
Distinct characters	14	14
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Systematic Sample
1st row	Divorced	Divorced
2nd row	Married	Divorced
3rd row	Married	Married
4th row	Divorced	Married
5th row	Divorced	Single

Value	Count	Frequency (%)
divorced	333816	33.4%
married	333234	33.3%
single	332950	33.3%

Value	Count	Frequency (%)
married	10085	33.6%
divorced	9986	33.3%
single	9929	33.1%

Most occurring characters

Value	Count	Frequency (%)
r	1000284	14.3%
i	1000000	14.3%
e	1000000	14.3%
d	667050	9.5%
D	333816	4.8%
v	333816	4.8%
c	333816	4.8%
o	333816	4.8%
M	333234	4.8%
a	333234	4.8%
Other values (4)	1331800	19.0%

Value	Count	Frequency (%)
r	30156	14.4%
i	30000	14.3%
e	30000	14.3%
d	20071	9.6%
a	10085	4.8%
M	10085	4.8%
D	9986	4.8%
v	9986	4.8%
o	9986	4.8%
c	9986	4.8%
Other values (4)	39716	18.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7000866	100.0%

Value	Count	Frequency (%)
(unknown)	210057	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	1000284	14.3%
i	1000000	14.3%
e	1000000	14.3%
d	667050	9.5%
D	333816	4.8%
v	333816	4.8%
c	333816	4.8%
o	333816	4.8%
M	333234	4.8%
a	333234	4.8%
Other values (4)	1331800	19.0%

Value	Count	Frequency (%)
r	30156	14.4%
i	30000	14.3%
e	30000	14.3%
d	20071	9.6%
a	10085	4.8%
M	10085	4.8%
D	9986	4.8%
v	9986	4.8%
o	9986	4.8%
c	9986	4.8%
Other values (4)	39716	18.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7000866	100.0%

Value	Count	Frequency (%)
(unknown)	210057	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	1000284	14.3%
i	1000000	14.3%
e	1000000	14.3%
d	667050	9.5%
D	333816	4.8%
v	333816	4.8%
c	333816	4.8%
o	333816	4.8%
M	333234	4.8%
a	333234	4.8%
Other values (4)	1331800	19.0%

Value	Count	Frequency (%)
r	30156	14.4%
i	30000	14.3%
e	30000	14.3%
d	20071	9.6%
a	10085	4.8%
M	10085	4.8%
D	9986	4.8%
v	9986	4.8%
o	9986	4.8%
c	9986	4.8%
Other values (4)	39716	18.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7000866	100.0%

Value	Count	Frequency (%)
(unknown)	210057	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	1000284	14.3%
i	1000000	14.3%
e	1000000	14.3%
d	667050	9.5%
D	333816	4.8%
v	333816	4.8%
c	333816	4.8%
o	333816	4.8%
M	333234	4.8%
a	333234	4.8%
Other values (4)	1331800	19.0%

Value	Count	Frequency (%)
r	30156	14.4%
i	30000	14.3%
e	30000	14.3%
d	20071	9.6%
a	10085	4.8%
M	10085	4.8%
D	9986	4.8%
v	9986	4.8%
o	9986	4.8%
c	9986	4.8%
Other values (4)	39716	18.9%

number_of_children
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	5	5
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	2.000554	2.0023

	Full Dataset	Systematic Sample
Minimum	0	0
Maximum	4	4
Zeros	199753	6001
Zeros (%)	20.0%	20.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	0	0
5-th percentile	0	0
Q1	1	1
median	2	2
Q3	3	3
95-th percentile	4	4
Maximum	4	4
Range	4	4
Interquartile range (IQR)	2	2

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	1.414214161	1.4163668
Coefficient of variation (CV)	0.7069112661	0.7073699248
Kurtosis	-1.300270709	-1.302969252
Mean	2.000554	2.0023
Median Absolute Deviation (MAD)	1	1
Skewness	-0.0001223295646	-0.0001202378719
Sum	2000554	60069
Variance	2.000001693	2.006094913
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
1	200307	20.0%
4	200157	20.0%
3	200053	20.0%
0	199753	20.0%
2	199730	20.0%

Value	Count	Frequency (%)
4	6057	20.2%
0	6001	20.0%
1	5996	20.0%
2	5993	20.0%
3	5953	19.8%

Value	Count	Frequency (%)
0	199753	20.0%
1	200307	20.0%
2	199730	20.0%
3	200053	20.0%
4	200157	20.0%

Value	Count	Frequency (%)
0	6001	20.0%
1	5996	20.0%
2	5993	20.0%
3	5953	19.8%
4	6057	20.2%

Value	Count	Frequency (%)
0	6001	0.6%
1	5996	0.6%
2	5993	0.6%
3	5953	0.6%
4	6057	0.6%

Value	Count	Frequency (%)
0	199753	665.8%
1	200307	667.7%
2	199730	665.8%
3	200053	666.8%
4	200157	667.2%

education_level
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	4	4
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	11	11
Median length	10	10
Mean length	8.00064	8.0221
Min length	3	3

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	8000640	240663
Distinct characters	19	19
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Systematic Sample
1st row	Bachelor's	Bachelor's
2nd row	PhD	Master's
3rd row	Bachelor's	PhD
4th row	Master's	High School
5th row	Bachelor's	PhD

Value	Count	Frequency (%)
bachelor's	250360	20.0%
high	250105	20.0%
school	250105	20.0%
phd	250079	20.0%
master's	249456	20.0%

Value	Count	Frequency (%)
bachelor's	7633	20.4%
master's	7504	20.0%
high	7464	19.9%
school	7464	19.9%
phd	7399	19.7%

Most occurring characters

Value	Count	Frequency (%)
h	1000649	12.5%
o	750570	9.4%
s	749272	9.4%
c	500465	6.3%
l	500465	6.3%
e	499816	6.2%
a	499816	6.2%
'	499816	6.2%
r	499816	6.2%
B	250360	3.1%
Other values (9)	2249595	28.1%

Value	Count	Frequency (%)
h	29960	12.4%
s	22641	9.4%
o	22561	9.4%
'	15137	6.3%
r	15137	6.3%
a	15137	6.3%
e	15137	6.3%
l	15097	6.3%
c	15097	6.3%
B	7633	3.2%
Other values (9)	67126	27.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8000640	100.0%

Value	Count	Frequency (%)
(unknown)	240663	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
h	1000649	12.5%
o	750570	9.4%
s	749272	9.4%
c	500465	6.3%
l	500465	6.3%
e	499816	6.2%
a	499816	6.2%
'	499816	6.2%
r	499816	6.2%
B	250360	3.1%
Other values (9)	2249595	28.1%

Value	Count	Frequency (%)
h	29960	12.4%
s	22641	9.4%
o	22561	9.4%
'	15137	6.3%
r	15137	6.3%
a	15137	6.3%
e	15137	6.3%
l	15097	6.3%
c	15097	6.3%
B	7633	3.2%
Other values (9)	67126	27.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8000640	100.0%

Value	Count	Frequency (%)
(unknown)	240663	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
h	1000649	12.5%
o	750570	9.4%
s	749272	9.4%
c	500465	6.3%
l	500465	6.3%
e	499816	6.2%
a	499816	6.2%
'	499816	6.2%
r	499816	6.2%
B	250360	3.1%
Other values (9)	2249595	28.1%

Value	Count	Frequency (%)
h	29960	12.4%
s	22641	9.4%
o	22561	9.4%
'	15137	6.3%
r	15137	6.3%
a	15137	6.3%
e	15137	6.3%
l	15097	6.3%
c	15097	6.3%
B	7633	3.2%
Other values (9)	67126	27.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8000640	100.0%

Value	Count	Frequency (%)
(unknown)	240663	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
h	1000649	12.5%
o	750570	9.4%
s	749272	9.4%
c	500465	6.3%
l	500465	6.3%
e	499816	6.2%
a	499816	6.2%
'	499816	6.2%
r	499816	6.2%
B	250360	3.1%
Other values (9)	2249595	28.1%

Value	Count	Frequency (%)
h	29960	12.4%
s	22641	9.4%
o	22561	9.4%
'	15137	6.3%
r	15137	6.3%
a	15137	6.3%
e	15137	6.3%
l	15097	6.3%
c	15097	6.3%
B	7633	3.2%
Other values (9)	67126	27.9%

occupation
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	4	4
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	13	13
Median length	10	10
Mean length	9.500854	9.512833333
Min length	7	7

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	9500854	285385
Distinct characters	17	17
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Systematic Sample
1st row	Self-Employed	Self-Employed
2nd row	Unemployed	Unemployed
3rd row	Self-Employed	Employed
4th row	Employed	Unemployed
5th row	Employed	Employed

Value	Count	Frequency (%)
employed	250857	25.1%
unemployed	250117	25.0%
self-employed	249941	25.0%
retired	249085	24.9%

Value	Count	Frequency (%)
self-employed	7629	25.4%
employed	7552	25.2%
retired	7466	24.9%
unemployed	7353	24.5%

Most occurring characters

Value	Count	Frequency (%)
e	1749143	18.4%
l	1000856	10.5%
d	1000000	10.5%
o	750915	7.9%
m	750915	7.9%
y	750915	7.9%
p	750915	7.9%
E	500798	5.3%
U	250117	2.6%
n	250117	2.6%
Other values (7)	1746163	18.4%

Value	Count	Frequency (%)
e	52448	18.4%
l	30163	10.6%
d	30000	10.5%
o	22534	7.9%
p	22534	7.9%
y	22534	7.9%
m	22534	7.9%
E	15181	5.3%
S	7629	2.7%
f	7629	2.7%
Other values (7)	52199	18.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9500854	100.0%

Value	Count	Frequency (%)
(unknown)	285385	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	1749143	18.4%
l	1000856	10.5%
d	1000000	10.5%
o	750915	7.9%
m	750915	7.9%
y	750915	7.9%
p	750915	7.9%
E	500798	5.3%
U	250117	2.6%
n	250117	2.6%
Other values (7)	1746163	18.4%

Value	Count	Frequency (%)
e	52448	18.4%
l	30163	10.6%
d	30000	10.5%
o	22534	7.9%
p	22534	7.9%
y	22534	7.9%
m	22534	7.9%
E	15181	5.3%
S	7629	2.7%
f	7629	2.7%
Other values (7)	52199	18.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9500854	100.0%

Value	Count	Frequency (%)
(unknown)	285385	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	1749143	18.4%
l	1000856	10.5%
d	1000000	10.5%
o	750915	7.9%
m	750915	7.9%
y	750915	7.9%
p	750915	7.9%
E	500798	5.3%
U	250117	2.6%
n	250117	2.6%
Other values (7)	1746163	18.4%

Value	Count	Frequency (%)
e	52448	18.4%
l	30163	10.6%
d	30000	10.5%
o	22534	7.9%
p	22534	7.9%
y	22534	7.9%
m	22534	7.9%
E	15181	5.3%
S	7629	2.7%
f	7629	2.7%
Other values (7)	52199	18.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9500854	100.0%

Value	Count	Frequency (%)
(unknown)	285385	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	1749143	18.4%
l	1000856	10.5%
d	1000000	10.5%
o	750915	7.9%
m	750915	7.9%
y	750915	7.9%
p	750915	7.9%
E	500798	5.3%
U	250117	2.6%
n	250117	2.6%
Other values (7)	1746163	18.4%

Value	Count	Frequency (%)
e	52448	18.4%
l	30163	10.6%
d	30000	10.5%
o	22534	7.9%
p	22534	7.9%
y	22534	7.9%
m	22534	7.9%
E	15181	5.3%
S	7629	2.7%
f	7629	2.7%
Other values (7)	52199	18.3%

transaction_id
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	632576	29558
Distinct (%)	63.3%	98.5%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	499891.7314	501922.5861

	Full Dataset	Systematic Sample
Minimum	2	31
Maximum	999999	999999
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	2	31
5-th percentile	50200.95	50175.45
Q1	249878.75	250889.75
median	499559.5	502763.5
Q3	750071.25	752751.25
95-th percentile	950045.2	950656.2
Maximum	999999	999999
Range	999997	999968
Interquartile range (IQR)	500192.5	501861.5

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	288706.0577	289037.1838
Coefficient of variation (CV)	0.5775371735	0.5758600865
Kurtosis	-1.200114605	-1.203309752
Mean	499891.7314	501922.5861
Median Absolute Deviation (MAD)	250088.5	250939
Skewness	0.002395187253	-0.008982096119
Sum	4.998917314 × 10¹¹	1.505767758 × 10¹⁰
Variance	8.335118772 × 10¹⁰	8.354249365 × 10¹⁰
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
115913	9	< 0.1%
504562	8	< 0.1%
344167	8	< 0.1%
2773	8	< 0.1%
239407	8	< 0.1%
620816	8	< 0.1%
273197	8	< 0.1%
254678	7	< 0.1%
798940	7	< 0.1%
335691	7	< 0.1%
Other values (632566)	999922	> 99.9%

Value	Count	Frequency (%)
295619	3	< 0.1%
875137	3	< 0.1%
101418	3	< 0.1%
620816	3	< 0.1%
44700	3	< 0.1%
288436	3	< 0.1%
258166	3	< 0.1%
257013	2	< 0.1%
784191	2	< 0.1%
495427	2	< 0.1%
Other values (29548)	29973	99.9%

Value	Count	Frequency (%)
2	2	< 0.1%
3	1	< 0.1%
5	3	< 0.1%
6	1	< 0.1%
7	2	< 0.1%

Value	Count	Frequency (%)
31	1	< 0.1%
67	1	< 0.1%
111	1	< 0.1%
187	1	< 0.1%
214	1	< 0.1%

Value	Count	Frequency (%)
31	1	< 0.1%
67	1	< 0.1%
111	1	< 0.1%
187	1	< 0.1%
214	1	< 0.1%

Value	Count	Frequency (%)
2	2	< 0.1%
3	1	< 0.1%
5	3	< 0.1%
6	1	< 0.1%
7	2	< 0.1%

transaction_date
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	992231	29990
Distinct (%)	99.2%	> 99.9%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	19	19
Median length	19	19
Mean length	19	19
Min length	19	19

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	19000000	570000
Distinct characters	13	13
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	984504	29980 ?
Unique (%)	98.5%	99.9%

Sample

	Full Dataset	Systematic Sample
1st row	2020-10-11 10:08:52	2020-10-11 10:08:52
2nd row	2021-12-08 01:07:40	2020-05-08 05:45:31
3rd row	2020-02-17 09:40:48	2021-01-06 13:38:44
4th row	2020-08-13 00:43:14	2021-04-22 18:40:10
5th row	2021-07-02 11:59:03	2020-04-04 04:51:10

Value	Count	Frequency (%)
2020-10-05	1509	0.1%
2020-09-06	1467	0.1%
2020-10-04	1464	0.1%
2020-07-26	1463	0.1%
2020-02-26	1458	0.1%
2020-05-03	1455	0.1%
2021-02-27	1453	0.1%
2021-07-30	1451	0.1%
2020-09-07	1451	0.1%
2020-10-09	1447	0.1%
Other values (87119)	1985382	99.3%

Value	Count	Frequency (%)
2020-10-23	60	0.1%
2020-09-16	57	0.1%
2021-03-12	57	0.1%
2020-12-22	57	0.1%
2021-08-18	57	0.1%
2020-02-06	55	0.1%
2021-04-26	55	0.1%
2020-04-22	55	0.1%
2021-08-13	55	0.1%
2020-08-01	55	0.1%
Other values (26116)	59437	99.1%

Most occurring characters

Value	Count	Frequency (%)
0	3798683	20.0%
2	3414072	18.0%
1	2439659	12.8%
:	2000000	10.5%
-	2000000	10.5%
	1000000	5.3%
3	890067	4.7%
5	800311	4.2%
4	798703	4.2%
7	467556	2.5%
Other values (3)	1390949	7.3%

Value	Count	Frequency (%)
0	114027	20.0%
2	102499	18.0%
1	73048	12.8%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
3	26567	4.7%
5	23954	4.2%
4	23933	4.2%
8	14066	2.5%
Other values (3)	41906	7.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	3798683	20.0%
2	3414072	18.0%
1	2439659	12.8%
:	2000000	10.5%
-	2000000	10.5%
	1000000	5.3%
3	890067	4.7%
5	800311	4.2%
4	798703	4.2%
7	467556	2.5%
Other values (3)	1390949	7.3%

Value	Count	Frequency (%)
0	114027	20.0%
2	102499	18.0%
1	73048	12.8%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
3	26567	4.7%
5	23954	4.2%
4	23933	4.2%
8	14066	2.5%
Other values (3)	41906	7.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	3798683	20.0%
2	3414072	18.0%
1	2439659	12.8%
:	2000000	10.5%
-	2000000	10.5%
	1000000	5.3%
3	890067	4.7%
5	800311	4.2%
4	798703	4.2%
7	467556	2.5%
Other values (3)	1390949	7.3%

Value	Count	Frequency (%)
0	114027	20.0%
2	102499	18.0%
1	73048	12.8%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
3	26567	4.7%
5	23954	4.2%
4	23933	4.2%
8	14066	2.5%
Other values (3)	41906	7.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	3798683	20.0%
2	3414072	18.0%
1	2439659	12.8%
:	2000000	10.5%
-	2000000	10.5%
	1000000	5.3%
3	890067	4.7%
5	800311	4.2%
4	798703	4.2%
7	467556	2.5%
Other values (3)	1390949	7.3%

Value	Count	Frequency (%)
0	114027	20.0%
2	102499	18.0%
1	73048	12.8%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
3	26567	4.7%
5	23954	4.2%
4	23933	4.2%
8	14066	2.5%
Other values (3)	41906	7.4%

product_id
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	9999	9507
Distinct (%)	1.0%	31.7%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	4999.564515	5014.245233

	Full Dataset	Systematic Sample
Minimum	1	1
Maximum	9999	9999
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	1	1
5-th percentile	500	512
Q1	2498	2507.75
median	4999	5016
Q3	7498	7532.25
95-th percentile	9499	9500
Maximum	9999	9999
Range	9998	9998
Interquartile range (IQR)	5000	5024.5

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	2886.798391	2890.88568
Coefficient of variation (CV)	0.5774099689	0.5765345621
Kurtosis	-1.200144352	-1.207110001
Mean	4999.564515	5014.245233
Median Absolute Deviation (MAD)	2500	2511
Skewness	0.0002346107222	-0.004886028745
Sum	4999564515	150427357
Variance	8333604.95	8357220.013
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4898	145	< 0.1%
51	143	< 0.1%
9593	141	< 0.1%
5427	138	< 0.1%
3923	137	< 0.1%
8365	135	< 0.1%
4541	134	< 0.1%
2590	134	< 0.1%
467	133	< 0.1%
3676	133	< 0.1%
Other values (9989)	998627	99.9%

Value	Count	Frequency (%)
2107	11	< 0.1%
9868	11	< 0.1%
9170	10	< 0.1%
3635	10	< 0.1%
9308	10	< 0.1%
4355	10	< 0.1%
8147	10	< 0.1%
4091	10	< 0.1%
8255	10	< 0.1%
9211	10	< 0.1%
Other values (9497)	29898	99.7%

Value	Count	Frequency (%)
1	92	< 0.1%
2	107	< 0.1%
3	117	< 0.1%
4	97	< 0.1%
5	92	< 0.1%

Value	Count	Frequency (%)
1	2	< 0.1%
2	5	< 0.1%
3	2	< 0.1%
7	3	< 0.1%
8	4	< 0.1%

Value	Count	Frequency (%)
1	2	< 0.1%
2	5	< 0.1%
3	2	< 0.1%
7	3	< 0.1%
8	4	< 0.1%

Value	Count	Frequency (%)
1	92	0.3%
2	107	0.4%
3	117	0.4%
4	97	0.3%
5	92	0.3%

product_category
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	5	5
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	11	11
Median length	9	9
Mean length	8.196389	8.207766667
Min length	4	4

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	8196389	246233
Distinct characters	18	18
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Systematic Sample
1st row	Electronics	Electronics
2nd row	Groceries	Furniture
3rd row	Toys	Toys
4th row	Toys	Toys
5th row	Clothing	Groceries

Value	Count	Frequency (%)
toys	200669	20.1%
groceries	200214	20.0%
clothing	199778	20.0%
electronics	199756	20.0%
furniture	199583	20.0%

Value	Count	Frequency (%)
electronics	6039	20.1%
furniture	6011	20.0%
groceries	5997	20.0%
clothing	5980	19.9%
toys	5973	19.9%

Most occurring characters

Value	Count	Frequency (%)
r	999350	12.2%
o	800417	9.8%
e	799767	9.8%
i	799331	9.8%
s	600639	7.3%
c	599726	7.3%
n	599117	7.3%
t	599117	7.3%
l	399534	4.9%
u	399166	4.9%
Other values (8)	1600225	19.5%

Value	Count	Frequency (%)
r	30055	12.2%
e	24044	9.8%
i	24027	9.8%
o	23989	9.7%
c	18075	7.3%
t	18030	7.3%
n	18030	7.3%
s	18009	7.3%
u	12022	4.9%
l	12019	4.9%
Other values (8)	47933	19.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8196389	100.0%

Value	Count	Frequency (%)
(unknown)	246233	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	999350	12.2%
o	800417	9.8%
e	799767	9.8%
i	799331	9.8%
s	600639	7.3%
c	599726	7.3%
n	599117	7.3%
t	599117	7.3%
l	399534	4.9%
u	399166	4.9%
Other values (8)	1600225	19.5%

Value	Count	Frequency (%)
r	30055	12.2%
e	24044	9.8%
i	24027	9.8%
o	23989	9.7%
c	18075	7.3%
t	18030	7.3%
n	18030	7.3%
s	18009	7.3%
u	12022	4.9%
l	12019	4.9%
Other values (8)	47933	19.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8196389	100.0%

Value	Count	Frequency (%)
(unknown)	246233	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	999350	12.2%
o	800417	9.8%
e	799767	9.8%
i	799331	9.8%
s	600639	7.3%
c	599726	7.3%
n	599117	7.3%
t	599117	7.3%
l	399534	4.9%
u	399166	4.9%
Other values (8)	1600225	19.5%

Value	Count	Frequency (%)
r	30055	12.2%
e	24044	9.8%
i	24027	9.8%
o	23989	9.7%
c	18075	7.3%
t	18030	7.3%
n	18030	7.3%
s	18009	7.3%
u	12022	4.9%
l	12019	4.9%
Other values (8)	47933	19.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8196389	100.0%

Value	Count	Frequency (%)
(unknown)	246233	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	999350	12.2%
o	800417	9.8%
e	799767	9.8%
i	799331	9.8%
s	600639	7.3%
c	599726	7.3%
n	599117	7.3%
t	599117	7.3%
l	399534	4.9%
u	399166	4.9%
Other values (8)	1600225	19.5%

Value	Count	Frequency (%)
r	30055	12.2%
e	24044	9.8%
i	24027	9.8%
o	23989	9.7%
c	18075	7.3%
t	18030	7.3%
n	18030	7.3%
s	18009	7.3%
u	12022	4.9%
l	12019	4.9%
Other values (8)	47933	19.5%

quantity
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	9	9
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	5.002649	5.000966667

	Full Dataset	Systematic Sample
Minimum	1	1
Maximum	9	9
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	1	1
5-th percentile	1	1
Q1	3	3
median	5	5
Q3	7	7
95-th percentile	9	9
Maximum	9	9
Range	8	8
Interquartile range (IQR)	4	4

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	2.583751276	2.586101699
Coefficient of variation (CV)	0.516476626	0.5171203631
Kurtosis	-1.231080652	-1.234092138
Mean	5.002649	5.000966667
Median Absolute Deviation (MAD)	2	2
Skewness	-0.0003647460673	0.003236533329
Sum	5002649	150029
Variance	6.675770659	6.687921996
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
9	111914	11.2%
3	111422	11.1%
7	111274	11.1%
1	111150	11.1%
4	111104	11.1%
6	111098	11.1%
2	110782	11.1%
8	110747	11.1%
5	110509	11.1%

Value	Count	Frequency (%)
7	3386	11.3%
4	3378	11.3%
9	3377	11.3%
2	3352	11.2%
1	3327	11.1%
3	3326	11.1%
5	3321	11.1%
8	3305	11.0%
6	3228	10.8%

Value	Count	Frequency (%)
1	111150	11.1%
2	110782	11.1%
3	111422	11.1%
4	111104	11.1%
5	110509	11.1%

Value	Count	Frequency (%)
1	3327	11.1%
2	3352	11.2%
3	3326	11.1%
4	3378	11.3%
5	3321	11.1%

Value	Count	Frequency (%)
1	3327	0.3%
2	3352	0.3%
3	3326	0.3%
4	3378	0.3%
5	3321	0.3%

Value	Count	Frequency (%)
1	111150	370.5%
2	110782	369.3%
3	111422	371.4%
4	111104	370.3%
5	110509	368.4%

unit_price
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	99896	25968
Distinct (%)	10.0%	86.6%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	500.2613169	499.58365

	Full Dataset	Systematic Sample
Minimum	1	1.06
Maximum	1000	999.98
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	1	1.06
5-th percentile	50.72	49.436
Q1	250.31	252.1225
median	500.41	499.915
Q3	750.16	748.18
95-th percentile	949.91	948.981
Maximum	1000	999.98
Range	999	998.92
Interquartile range (IQR)	499.85	496.0575

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	288.4628596	287.9481681
Coefficient of variation (CV)	0.5766243559	0.5763762846
Kurtosis	-1.20144233	-1.194704901
Mean	500.2613169	499.58365
Median Absolute Deviation (MAD)	249.93	248.13
Skewness	-1.097330655 × 10^-5	-0.002188554165
Sum	500261316.9	14987509.5
Variance	83210.82139	82914.14749
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
226.51	28	< 0.1%
450.02	26	< 0.1%
591.8	25	< 0.1%
921.47	25	< 0.1%
354.83	25	< 0.1%
49.69	25	< 0.1%
111.41	24	< 0.1%
954.1	24	< 0.1%
619.19	24	< 0.1%
845.21	24	< 0.1%
Other values (99886)	999750	> 99.9%

Value	Count	Frequency (%)
40.62	4	< 0.1%
602.8	4	< 0.1%
350.29	4	< 0.1%
352.5	4	< 0.1%
38.58	4	< 0.1%
573.88	4	< 0.1%
965.77	4	< 0.1%
957.31	4	< 0.1%
13.93	4	< 0.1%
999.13	4	< 0.1%
Other values (25958)	29960	99.9%

Value	Count	Frequency (%)
1	7	< 0.1%
1.01	9	< 0.1%
1.02	11	< 0.1%
1.03	8	< 0.1%
1.04	17	< 0.1%

Value	Count	Frequency (%)
1.06	2	< 0.1%
1.09	1	< 0.1%
1.1	1	< 0.1%
1.12	1	< 0.1%
1.2	1	< 0.1%

Value	Count	Frequency (%)
1.06	2	< 0.1%
1.09	1	< 0.1%
1.1	1	< 0.1%
1.12	1	< 0.1%
1.2	1	< 0.1%

Value	Count	Frequency (%)
1	7	< 0.1%
1.01	9	< 0.1%
1.02	11	< 0.1%
1.03	8	< 0.1%
1.04	17	0.1%

discount_applied
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	51	51
Distinct (%)	< 0.1%	0.2%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.24991049	0.2486653333

	Full Dataset	Systematic Sample
Minimum	0	0
Maximum	0.5	0.5
Zeros	9967	317
Zeros (%)	1.0%	1.1%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	0	0
5-th percentile	0.03	0.02
Q1	0.13	0.12
median	0.25	0.25
Q3	0.37	0.37
95-th percentile	0.47	0.47
Maximum	0.5	0.5
Range	0.5	0.5
Interquartile range (IQR)	0.24	0.25

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	0.1443279083	0.1442589767
Coefficient of variation (CV)	0.5775184079	0.5801330437
Kurtosis	-1.19713108	-1.193243353
Mean	0.24991049	0.2486653333
Median Absolute Deviation (MAD)	0.12	0.13
Skewness	0.0002640976336	0.01196552323
Sum	249910.49	7459.96
Variance	0.02083054512	0.02081065235
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.19	20302	2.0%
0.06	20213	2.0%
0.34	20211	2.0%
0.03	20207	2.0%
0.05	20207	2.0%
0.21	20199	2.0%
0.29	20155	2.0%
0.07	20153	2.0%
0.43	20145	2.0%
0.18	20111	2.0%
Other values (41)	798097	79.8%

Value	Count	Frequency (%)
0.07	659	2.2%
0.39	642	2.1%
0.19	636	2.1%
0.21	636	2.1%
0.12	627	2.1%
0.43	627	2.1%
0.25	625	2.1%
0.17	624	2.1%
0.01	623	2.1%
0.18	622	2.1%
Other values (41)	23679	78.9%

Value	Count	Frequency (%)
0	9967	1.0%
0.01	20018	2.0%
0.02	19788	2.0%
0.03	20207	2.0%
0.04	19947	2.0%

Value	Count	Frequency (%)
0	317	1.1%
0.01	623	2.1%
0.02	594	2.0%
0.03	585	1.9%
0.04	604	2.0%

Value	Count	Frequency (%)
0	317	< 0.1%
0.01	623	0.1%
0.02	594	0.1%
0.03	585	0.1%
0.04	604	0.1%

Value	Count	Frequency (%)
0	9967	33.2%
0.01	20018	66.7%
0.02	19788	66.0%
0.03	20207	67.4%
0.04	19947	66.5%

payment_method
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	4	4
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	14	14
Median length	11	11
Mean length	9.751935	9.763566667
Min length	4	4

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	9751935	292907
Distinct characters	19	19
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Systematic Sample
1st row	Credit Card	Credit Card
2nd row	Credit Card	Mobile Payment
3rd row	Debit Card	Cash
4th row	Credit Card	Cash
5th row	Mobile Payment	Cash

Value	Count	Frequency (%)
card	500200	28.6%
credit	250435	14.3%
mobile	250030	14.3%
payment	250030	14.3%
cash	249770	14.3%
debit	249765	14.3%

Value	Count	Frequency (%)
card	15048	28.6%
debit	7579	14.4%
mobile	7515	14.3%
payment	7515	14.3%
credit	7469	14.2%
cash	7437	14.1%

Most occurring characters

Value	Count	Frequency (%)
C	1000405	10.3%
e	1000260	10.3%
a	1000000	10.3%
r	750635	7.7%
d	750635	7.7%
t	750230	7.7%
i	750230	7.7%
	750230	7.7%
b	499795	5.1%
M	250030	2.6%
Other values (9)	2249485	23.1%

Value	Count	Frequency (%)
e	30078	10.3%
a	30000	10.2%
C	29954	10.2%
	22563	7.7%
i	22563	7.7%
t	22563	7.7%
r	22517	7.7%
d	22517	7.7%
b	15094	5.2%
D	7579	2.6%
Other values (9)	67479	23.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9751935	100.0%

Value	Count	Frequency (%)
(unknown)	292907	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
C	1000405	10.3%
e	1000260	10.3%
a	1000000	10.3%
r	750635	7.7%
d	750635	7.7%
t	750230	7.7%
i	750230	7.7%
	750230	7.7%
b	499795	5.1%
M	250030	2.6%
Other values (9)	2249485	23.1%

Value	Count	Frequency (%)
e	30078	10.3%
a	30000	10.2%
C	29954	10.2%
	22563	7.7%
i	22563	7.7%
t	22563	7.7%
r	22517	7.7%
d	22517	7.7%
b	15094	5.2%
D	7579	2.6%
Other values (9)	67479	23.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9751935	100.0%

Value	Count	Frequency (%)
(unknown)	292907	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
C	1000405	10.3%
e	1000260	10.3%
a	1000000	10.3%
r	750635	7.7%
d	750635	7.7%
t	750230	7.7%
i	750230	7.7%
	750230	7.7%
b	499795	5.1%
M	250030	2.6%
Other values (9)	2249485	23.1%

Value	Count	Frequency (%)
e	30078	10.3%
a	30000	10.2%
C	29954	10.2%
	22563	7.7%
i	22563	7.7%
t	22563	7.7%
r	22517	7.7%
d	22517	7.7%
b	15094	5.2%
D	7579	2.6%
Other values (9)	67479	23.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9751935	100.0%

Value	Count	Frequency (%)
(unknown)	292907	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
C	1000405	10.3%
e	1000260	10.3%
a	1000000	10.3%
r	750635	7.7%
d	750635	7.7%
t	750230	7.7%
i	750230	7.7%
	750230	7.7%
b	499795	5.1%
M	250030	2.6%
Other values (9)	2249485	23.1%

Value	Count	Frequency (%)
e	30078	10.3%
a	30000	10.2%
C	29954	10.2%
	22563	7.7%
i	22563	7.7%
t	22563	7.7%
r	22517	7.7%
d	22517	7.7%
b	15094	5.2%
D	7579	2.6%
Other values (9)	67479	23.0%

store_location
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	4	4
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	10	10
Median length	10	10
Mean length	10	10
Min length	10	10

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	10000000	300000
Distinct characters	12	12
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Systematic Sample
1st row	Location A	Location A
2nd row	Location C	Location A
3rd row	Location A	Location C
4th row	Location A	Location A
5th row	Location C	Location B

Value	Count	Frequency (%)
location	1000000	50.0%
c	250336	12.5%
b	250280	12.5%
a	250150	12.5%
d	249234	12.5%

Value	Count	Frequency (%)
location	30000	50.0%
a	7612	12.7%
c	7515	12.5%
b	7462	12.4%
d	7411	12.4%

Most occurring characters

Value	Count	Frequency (%)
o	2000000	20.0%
L	1000000	10.0%
c	1000000	10.0%
a	1000000	10.0%
t	1000000	10.0%
i	1000000	10.0%
n	1000000	10.0%
	1000000	10.0%
C	250336	2.5%
B	250280	2.5%
Other values (2)	499384	5.0%

Value	Count	Frequency (%)
o	60000	20.0%
L	30000	10.0%
c	30000	10.0%
a	30000	10.0%
t	30000	10.0%
i	30000	10.0%
n	30000	10.0%
	30000	10.0%
A	7612	2.5%
C	7515	2.5%
Other values (2)	14873	5.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	10000000	100.0%

Value	Count	Frequency (%)
(unknown)	300000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	2000000	20.0%
L	1000000	10.0%
c	1000000	10.0%
a	1000000	10.0%
t	1000000	10.0%
i	1000000	10.0%
n	1000000	10.0%
	1000000	10.0%
C	250336	2.5%
B	250280	2.5%
Other values (2)	499384	5.0%

Value	Count	Frequency (%)
o	60000	20.0%
L	30000	10.0%
c	30000	10.0%
a	30000	10.0%
t	30000	10.0%
i	30000	10.0%
n	30000	10.0%
	30000	10.0%
A	7612	2.5%
C	7515	2.5%
Other values (2)	14873	5.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	10000000	100.0%

Value	Count	Frequency (%)
(unknown)	300000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	2000000	20.0%
L	1000000	10.0%
c	1000000	10.0%
a	1000000	10.0%
t	1000000	10.0%
i	1000000	10.0%
n	1000000	10.0%
	1000000	10.0%
C	250336	2.5%
B	250280	2.5%
Other values (2)	499384	5.0%

Value	Count	Frequency (%)
o	60000	20.0%
L	30000	10.0%
c	30000	10.0%
a	30000	10.0%
t	30000	10.0%
i	30000	10.0%
n	30000	10.0%
	30000	10.0%
A	7612	2.5%
C	7515	2.5%
Other values (2)	14873	5.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	10000000	100.0%

Value	Count	Frequency (%)
(unknown)	300000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	2000000	20.0%
L	1000000	10.0%
c	1000000	10.0%
a	1000000	10.0%
t	1000000	10.0%
i	1000000	10.0%
n	1000000	10.0%
	1000000	10.0%
C	250336	2.5%
B	250280	2.5%
Other values (2)	499384	5.0%

Value	Count	Frequency (%)
o	60000	20.0%
L	30000	10.0%
c	30000	10.0%
a	30000	10.0%
t	30000	10.0%
i	30000	10.0%
n	30000	10.0%
	30000	10.0%
A	7612	2.5%
C	7515	2.5%
Other values (2)	14873	5.0%

transaction_hour
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	24	24
Distinct (%)	< 0.1%	0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	11.505193	11.48146667

	Full Dataset	Systematic Sample
Minimum	0	0
Maximum	23	23
Zeros	41756	1312
Zeros (%)	4.2%	4.4%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	0	0
5-th percentile	1	1
Q1	5	5
median	12	12
Q3	18	17
95-th percentile	22	22
Maximum	23	23
Range	23	23
Interquartile range (IQR)	13	12

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	6.924459761	6.931358066
Coefficient of variation (CV)	0.6018551589	0.6036997073
Kurtosis	-1.205305317	-1.205421909
Mean	11.505193	11.48146667
Median Absolute Deviation (MAD)	6	6
Skewness	-0.001531297707	-0.004865786085
Sum	11505193	344444
Variance	47.94814298	48.04372464
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
5	42166	4.2%
14	42161	4.2%
18	41872	4.2%
20	41812	4.2%
3	41780	4.2%
21	41778	4.2%
4	41756	4.2%
0	41756	4.2%
23	41750	4.2%
19	41707	4.2%
Other values (14)	581462	58.1%

Value	Count	Frequency (%)
0	1312	4.4%
16	1300	4.3%
6	1285	4.3%
17	1284	4.3%
13	1281	4.3%
3	1279	4.3%
1	1267	4.2%
22	1259	4.2%
12	1259	4.2%
20	1253	4.2%
Other values (14)	17221	57.4%

Value	Count	Frequency (%)
0	41756	4.2%
1	41637	4.2%
2	41388	4.1%
3	41780	4.2%
4	41756	4.2%

Value	Count	Frequency (%)
0	1312	4.4%
1	1267	4.2%
2	1213	4.0%
3	1279	4.3%
4	1213	4.0%

Value	Count	Frequency (%)
0	1312	0.1%
1	1267	0.1%
2	1213	0.1%
3	1279	0.1%
4	1213	0.1%

Value	Count	Frequency (%)
0	41756	139.2%
1	41637	138.8%
2	41388	138.0%
3	41780	139.3%
4	41756	139.2%

day_of_week
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	7	7
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	9	9
Median length	8	8
Mean length	7.141075	7.1391
Min length	6	6

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	7141075	214173
Distinct characters	17	17
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Systematic Sample
1st row	Wednesday	Wednesday
2nd row	Friday	Friday
3rd row	Saturday	Friday
4th row	Friday	Friday
5th row	Monday	Wednesday

Value	Count	Frequency (%)
tuesday	143452	14.3%
friday	143067	14.3%
thursday	142930	14.3%
sunday	142875	14.3%
monday	142855	14.3%
saturday	142700	14.3%
wednesday	142121	14.2%

Value	Count	Frequency (%)
sunday	4392	14.6%
saturday	4301	14.3%
thursday	4271	14.2%
friday	4269	14.2%
wednesday	4258	14.2%
tuesday	4255	14.2%
monday	4254	14.2%

Most occurring characters

Value	Count	Frequency (%)
a	1142700	16.0%
d	1142121	16.0%
y	1000000	14.0%
u	571957	8.0%
r	428697	6.0%
s	428503	6.0%
n	427851	6.0%
e	427694	6.0%
T	286382	4.0%
S	285575	4.0%
Other values (7)	999595	14.0%

Value	Count	Frequency (%)
a	34301	16.0%
d	34258	16.0%
y	30000	14.0%
u	17219	8.0%
n	12904	6.0%
r	12841	6.0%
s	12784	6.0%
e	12771	6.0%
S	8693	4.1%
T	8526	4.0%
Other values (7)	29876	13.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7141075	100.0%

Value	Count	Frequency (%)
(unknown)	214173	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	1142700	16.0%
d	1142121	16.0%
y	1000000	14.0%
u	571957	8.0%
r	428697	6.0%
s	428503	6.0%
n	427851	6.0%
e	427694	6.0%
T	286382	4.0%
S	285575	4.0%
Other values (7)	999595	14.0%

Value	Count	Frequency (%)
a	34301	16.0%
d	34258	16.0%
y	30000	14.0%
u	17219	8.0%
n	12904	6.0%
r	12841	6.0%
s	12784	6.0%
e	12771	6.0%
S	8693	4.1%
T	8526	4.0%
Other values (7)	29876	13.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7141075	100.0%

Value	Count	Frequency (%)
(unknown)	214173	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	1142700	16.0%
d	1142121	16.0%
y	1000000	14.0%
u	571957	8.0%
r	428697	6.0%
s	428503	6.0%
n	427851	6.0%
e	427694	6.0%
T	286382	4.0%
S	285575	4.0%
Other values (7)	999595	14.0%

Value	Count	Frequency (%)
a	34301	16.0%
d	34258	16.0%
y	30000	14.0%
u	17219	8.0%
n	12904	6.0%
r	12841	6.0%
s	12784	6.0%
e	12771	6.0%
S	8693	4.1%
T	8526	4.0%
Other values (7)	29876	13.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7141075	100.0%

Value	Count	Frequency (%)
(unknown)	214173	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	1142700	16.0%
d	1142121	16.0%
y	1000000	14.0%
u	571957	8.0%
r	428697	6.0%
s	428503	6.0%
n	427851	6.0%
e	427694	6.0%
T	286382	4.0%
S	285575	4.0%
Other values (7)	999595	14.0%

Value	Count	Frequency (%)
a	34301	16.0%
d	34258	16.0%
y	30000	14.0%
u	17219	8.0%
n	12904	6.0%
r	12841	6.0%
s	12784	6.0%
e	12771	6.0%
S	8693	4.1%
T	8526	4.0%
Other values (7)	29876	13.9%

week_of_year
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	52	52
Distinct (%)	< 0.1%	0.2%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	26.503691	26.4998

	Full Dataset	Systematic Sample
Minimum	1	1
Maximum	52	52
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	1	1
5-th percentile	3	3
Q1	14	14
median	27	27
Q3	39	39.25
95-th percentile	50	50
Maximum	52	52
Range	51	51
Interquartile range (IQR)	25	25.25

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	15.00516516	15.02027475
Coefficient of variation (CV)	0.566153792	0.5668070986
Kurtosis	-1.199199248	-1.198848872
Mean	26.503691	26.4998
Median Absolute Deviation (MAD)	13	13
Skewness	-0.0005909978351	-0.005785736997
Sum	26503691	794994
Variance	225.1549815	225.6086536
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
27	19588	2.0%
19	19507	2.0%
51	19447	1.9%
26	19425	1.9%
1	19399	1.9%
25	19386	1.9%
21	19371	1.9%
44	19356	1.9%
16	19348	1.9%
9	19340	1.9%
Other values (42)	805833	80.6%

Value	Count	Frequency (%)
19	624	2.1%
2	622	2.1%
46	611	2.0%
48	611	2.0%
44	605	2.0%
33	603	2.0%
8	603	2.0%
28	601	2.0%
24	601	2.0%
10	598	2.0%
Other values (42)	23921	79.7%

Value	Count	Frequency (%)
1	19399	1.9%
2	19179	1.9%
3	19150	1.9%
4	19137	1.9%
5	19328	1.9%

Value	Count	Frequency (%)
1	584	1.9%
2	622	2.1%
3	594	2.0%
4	581	1.9%
5	561	1.9%

Value	Count	Frequency (%)
1	584	0.1%
2	622	0.1%
3	594	0.1%
4	581	0.1%
5	561	0.1%

Value	Count	Frequency (%)
1	19399	64.7%
2	19179	63.9%
3	19150	63.8%
4	19137	63.8%
5	19328	64.4%

month_of_year
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	12	12
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	6.497467	6.524033333

	Full Dataset	Systematic Sample
Minimum	1	1
Maximum	12	12
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	1	1
5-th percentile	1	1
Q1	3	4
median	7	7
Q3	10	10
95-th percentile	12	12
Maximum	12	12
Range	11	11
Interquartile range (IQR)	7	6

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	3.455211936	3.457719035
Coefficient of variation (CV)	0.531778297	0.5299971442
Kurtosis	-1.21903855	-1.225186228
Mean	6.497467	6.524033333
Median Absolute Deviation (MAD)	3	3
Skewness	0.0003820436436	-0.01077981305
Sum	6497467	195721
Variance	11.93848952	11.95582093
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
2	83951	8.4%
11	83645	8.4%
1	83624	8.4%
7	83475	8.3%
12	83353	8.3%
9	83328	8.3%
3	83244	8.3%
5	83135	8.3%
10	83113	8.3%
8	83093	8.3%
Other values (2)	166039	16.6%

Value	Count	Frequency (%)
10	2589	8.6%
9	2562	8.5%
2	2553	8.5%
12	2535	8.5%
8	2496	8.3%
6	2492	8.3%
3	2478	8.3%
11	2475	8.2%
4	2470	8.2%
5	2466	8.2%
Other values (2)	4884	16.3%

Value	Count	Frequency (%)
1	83624	8.4%
2	83951	8.4%
3	83244	8.3%
4	83091	8.3%
5	83135	8.3%

Value	Count	Frequency (%)
1	2455	8.2%
2	2553	8.5%
3	2478	8.3%
4	2470	8.2%
5	2466	8.2%

Value	Count	Frequency (%)
1	2455	0.2%
2	2553	0.3%
3	2478	0.2%
4	2470	0.2%
5	2466	0.2%

Value	Count	Frequency (%)
1	83624	278.7%
2	83951	279.8%
3	83244	277.5%
4	83091	277.0%
5	83135	277.1%

avg_purchase_value
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	49001	22551
Distinct (%)	4.9%	75.2%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	254.8864443	256.1898827

	Full Dataset	Systematic Sample
Minimum	10	10
Maximum	500	499.96
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	10	10
5-th percentile	34.4	34.4295
Q1	132.22	133.445
median	254.93	256.425
Q3	377.35	377.93
95-th percentile	475.56	476.8705
Maximum	500	499.96
Range	490	489.96
Interquartile range (IQR)	245.13	244.485

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	141.4949233	141.9802413
Coefficient of variation (CV)	0.5551292604	0.5541992518
Kurtosis	-1.200170422	-1.197255262
Mean	254.8864443	256.1898827
Median Absolute Deviation (MAD)	122.57	122.275
Skewness	0.0003762833586	-0.008478684966
Sum	254886444.3	7685696.48
Variance	20020.81333	20158.38892
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
76.54	41	< 0.1%
482.75	41	< 0.1%
372.04	40	< 0.1%
397.45	39	< 0.1%
246.87	39	< 0.1%
60.53	38	< 0.1%
278.34	38	< 0.1%
315.26	38	< 0.1%
165.81	38	< 0.1%
492.47	38	< 0.1%
Other values (48991)	999610	> 99.9%

Value	Count	Frequency (%)
236.57	6	< 0.1%
65.97	6	< 0.1%
291.76	6	< 0.1%
372.13	6	< 0.1%
335.61	5	< 0.1%
170.11	5	< 0.1%
58.11	5	< 0.1%
134.34	5	< 0.1%
230.67	5	< 0.1%
392.45	5	< 0.1%
Other values (22541)	29946	99.8%

Value	Count	Frequency (%)
10	8	< 0.1%
10.01	23	< 0.1%
10.02	29	< 0.1%
10.03	17	< 0.1%
10.04	21	< 0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
10.03	1	< 0.1%
10.04	1	< 0.1%
10.05	1	< 0.1%
10.07	2	< 0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
10.03	1	< 0.1%
10.04	1	< 0.1%
10.05	1	< 0.1%
10.07	2	< 0.1%

Value	Count	Frequency (%)
10	8	< 0.1%
10.01	23	0.1%
10.02	29	0.1%
10.03	17	0.1%
10.04	21	0.1%

purchase_frequency
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	4	4
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	7	7
Median length	6	6
Mean length	6.000399	5.993833333
Min length	5	5

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	6000399	179815
Distinct characters	15	15
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Systematic Sample
1st row	Weekly	Weekly
2nd row	Daily	Yearly
3rd row	Weekly	Yearly
4th row	Weekly	Weekly
5th row	Yearly	Monthly

Value	Count	Frequency (%)
yearly	250767	25.1%
monthly	249932	25.0%
weekly	249768	25.0%
daily	249533	25.0%

Value	Count	Frequency (%)
daily	7569	25.2%
yearly	7529	25.1%
weekly	7518	25.1%
monthly	7384	24.6%

Most occurring characters

Value	Count	Frequency (%)
l	1000000	16.7%
y	1000000	16.7%
e	750303	12.5%
a	500300	8.3%
Y	250767	4.2%
r	250767	4.2%
M	249932	4.2%
o	249932	4.2%
n	249932	4.2%
t	249932	4.2%
Other values (5)	1248534	20.8%

Value	Count	Frequency (%)
l	30000	16.7%
y	30000	16.7%
e	22565	12.5%
a	15098	8.4%
D	7569	4.2%
i	7569	4.2%
Y	7529	4.2%
r	7529	4.2%
W	7518	4.2%
k	7518	4.2%
Other values (5)	36920	20.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6000399	100.0%

Value	Count	Frequency (%)
(unknown)	179815	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
l	1000000	16.7%
y	1000000	16.7%
e	750303	12.5%
a	500300	8.3%
Y	250767	4.2%
r	250767	4.2%
M	249932	4.2%
o	249932	4.2%
n	249932	4.2%
t	249932	4.2%
Other values (5)	1248534	20.8%

Value	Count	Frequency (%)
l	30000	16.7%
y	30000	16.7%
e	22565	12.5%
a	15098	8.4%
D	7569	4.2%
i	7569	4.2%
Y	7529	4.2%
r	7529	4.2%
W	7518	4.2%
k	7518	4.2%
Other values (5)	36920	20.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6000399	100.0%

Value	Count	Frequency (%)
(unknown)	179815	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
l	1000000	16.7%
y	1000000	16.7%
e	750303	12.5%
a	500300	8.3%
Y	250767	4.2%
r	250767	4.2%
M	249932	4.2%
o	249932	4.2%
n	249932	4.2%
t	249932	4.2%
Other values (5)	1248534	20.8%

Value	Count	Frequency (%)
l	30000	16.7%
y	30000	16.7%
e	22565	12.5%
a	15098	8.4%
D	7569	4.2%
i	7569	4.2%
Y	7529	4.2%
r	7529	4.2%
W	7518	4.2%
k	7518	4.2%
Other values (5)	36920	20.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6000399	100.0%

Value	Count	Frequency (%)
(unknown)	179815	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
l	1000000	16.7%
y	1000000	16.7%
e	750303	12.5%
a	500300	8.3%
Y	250767	4.2%
r	250767	4.2%
M	249932	4.2%
o	249932	4.2%
n	249932	4.2%
t	249932	4.2%
Other values (5)	1248534	20.8%

Value	Count	Frequency (%)
l	30000	16.7%
y	30000	16.7%
e	22565	12.5%
a	15098	8.4%
D	7569	4.2%
i	7569	4.2%
Y	7529	4.2%
r	7529	4.2%
W	7518	4.2%
k	7518	4.2%
Other values (5)	36920	20.5%

last_purchase_date
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	984242	29978
Distinct (%)	98.4%	99.9%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	19	19
Median length	19	19
Mean length	19	19
Min length	19	19

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	19000000	570000
Distinct characters	13	13
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	968656	29956 ?
Unique (%)	96.9%	99.9%

Sample

	Full Dataset	Systematic Sample
1st row	2021-09-11 04:22:38	2021-09-11 04:22:38
2nd row	2021-05-16 12:01:16	2021-07-06 13:17:09
3rd row	2021-02-07 16:47:48	2021-12-20 08:00:19
4th row	2021-12-30 23:48:26	2021-12-02 07:30:26
5th row	2021-11-02 11:48:25	2021-10-27 01:27:24

Value	Count	Frequency (%)
2021-01-02	2870	0.1%
2021-05-14	2866	0.1%
2021-12-25	2860	0.1%
2021-01-17	2860	0.1%
2021-10-17	2856	0.1%
2021-01-26	2856	0.1%
2021-08-16	2854	0.1%
2021-05-05	2852	0.1%
2021-10-16	2850	0.1%
2021-09-17	2849	0.1%
Other values (86754)	1971427	98.6%

Value	Count	Frequency (%)
2021-11-25	110	0.2%
2021-05-04	107	0.2%
2021-06-17	104	0.2%
2021-03-13	104	0.2%
2021-03-12	104	0.2%
2021-08-02	104	0.2%
2021-08-22	103	0.2%
2021-03-01	103	0.2%
2021-04-22	102	0.2%
2021-09-18	101	0.2%
Other values (25779)	58958	98.3%

Most occurring characters

Value	Count	Frequency (%)
2	3411647	18.0%
0	3298747	17.4%
1	2941758	15.5%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
3	891719	4.7%
5	800287	4.2%
4	796296	4.2%
7	466826	2.5%
Other values (3)	1392720	7.3%

Value	Count	Frequency (%)
2	102083	17.9%
0	99290	17.4%
1	88049	15.4%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
3	26911	4.7%
5	24014	4.2%
4	23745	4.2%
6	14062	2.5%
Other values (3)	41846	7.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	3411647	18.0%
0	3298747	17.4%
1	2941758	15.5%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
3	891719	4.7%
5	800287	4.2%
4	796296	4.2%
7	466826	2.5%
Other values (3)	1392720	7.3%

Value	Count	Frequency (%)
2	102083	17.9%
0	99290	17.4%
1	88049	15.4%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
3	26911	4.7%
5	24014	4.2%
4	23745	4.2%
6	14062	2.5%
Other values (3)	41846	7.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	3411647	18.0%
0	3298747	17.4%
1	2941758	15.5%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
3	891719	4.7%
5	800287	4.2%
4	796296	4.2%
7	466826	2.5%
Other values (3)	1392720	7.3%

Value	Count	Frequency (%)
2	102083	17.9%
0	99290	17.4%
1	88049	15.4%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
3	26911	4.7%
5	24014	4.2%
4	23745	4.2%
6	14062	2.5%
Other values (3)	41846	7.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	3411647	18.0%
0	3298747	17.4%
1	2941758	15.5%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
3	891719	4.7%
5	800287	4.2%
4	796296	4.2%
7	466826	2.5%
Other values (3)	1392720	7.3%

Value	Count	Frequency (%)
2	102083	17.9%
0	99290	17.4%
1	88049	15.4%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
3	26911	4.7%
5	24014	4.2%
4	23745	4.2%
6	14062	2.5%
Other values (3)	41846	7.3%

avg_discount_used
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	51	51
Distinct (%)	< 0.1%	0.2%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.25001009	0.2499986667

	Full Dataset	Systematic Sample
Minimum	0	0
Maximum	0.5	0.5
Zeros	10010	294
Zeros (%)	1.0%	1.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	0	0
5-th percentile	0.03	0.02
Q1	0.13	0.13
median	0.25	0.25
Q3	0.38	0.38
95-th percentile	0.47	0.48
Maximum	0.5	0.5
Range	0.5	0.5
Interquartile range (IQR)	0.25	0.25

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	0.1443825628	0.1446056604
Coefficient of variation (CV)	0.5775069431	0.5784257266
Kurtosis	-1.19810725	-1.198616805
Mean	0.25001009	0.2499986667
Median Absolute Deviation (MAD)	0.12	0.13
Skewness	0.0002818589406	-0.001666434333
Sum	250010.09	7499.96
Variance	0.02084632444	0.02091079702
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.39	20194	2.0%
0.15	20188	2.0%
0.08	20140	2.0%
0.21	20138	2.0%
0.34	20131	2.0%
0.47	20125	2.0%
0.05	20124	2.0%
0.16	20123	2.0%
0.46	20109	2.0%
0.32	20093	2.0%
Other values (41)	798635	79.9%

Value	Count	Frequency (%)
0.26	639	2.1%
0.13	637	2.1%
0.08	636	2.1%
0.46	636	2.1%
0.28	632	2.1%
0.31	628	2.1%
0.14	626	2.1%
0.03	625	2.1%
0.05	621	2.1%
0.39	620	2.1%
Other values (41)	23700	79.0%

Value	Count	Frequency (%)
0	10010	1.0%
0.01	19893	2.0%
0.02	19951	2.0%
0.03	19949	2.0%
0.04	20004	2.0%

Value	Count	Frequency (%)
0	294	1.0%
0.01	617	2.1%
0.02	607	2.0%
0.03	625	2.1%
0.04	599	2.0%

Value	Count	Frequency (%)
0	294	< 0.1%
0.01	617	0.1%
0.02	607	0.1%
0.03	625	0.1%
0.04	599	0.1%

Value	Count	Frequency (%)
0	10010	33.4%
0.01	19893	66.3%
0.02	19951	66.5%
0.03	19949	66.5%
0.04	20004	66.7%

preferred_store
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	4	4
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	10	10
Median length	10	10
Mean length	10	10
Min length	10	10

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	10000000	300000
Distinct characters	12	12
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Systematic Sample
1st row	Location A	Location A
2nd row	Location C	Location D
3rd row	Location B	Location A
4th row	Location B	Location B
5th row	Location B	Location C

Value	Count	Frequency (%)
location	1000000	50.0%
b	250262	12.5%
d	250007	12.5%
a	249949	12.5%
c	249782	12.5%

Value	Count	Frequency (%)
location	30000	50.0%
a	7580	12.6%
b	7569	12.6%
c	7467	12.4%
d	7384	12.3%

Most occurring characters

Value	Count	Frequency (%)
o	2000000	20.0%
L	1000000	10.0%
c	1000000	10.0%
a	1000000	10.0%
t	1000000	10.0%
i	1000000	10.0%
n	1000000	10.0%
	1000000	10.0%
B	250262	2.5%
D	250007	2.5%
Other values (2)	499731	5.0%

Value	Count	Frequency (%)
o	60000	20.0%
L	30000	10.0%
c	30000	10.0%
a	30000	10.0%
t	30000	10.0%
i	30000	10.0%
n	30000	10.0%
	30000	10.0%
A	7580	2.5%
B	7569	2.5%
Other values (2)	14851	5.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	10000000	100.0%

Value	Count	Frequency (%)
(unknown)	300000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	2000000	20.0%
L	1000000	10.0%
c	1000000	10.0%
a	1000000	10.0%
t	1000000	10.0%
i	1000000	10.0%
n	1000000	10.0%
	1000000	10.0%
B	250262	2.5%
D	250007	2.5%
Other values (2)	499731	5.0%

Value	Count	Frequency (%)
o	60000	20.0%
L	30000	10.0%
c	30000	10.0%
a	30000	10.0%
t	30000	10.0%
i	30000	10.0%
n	30000	10.0%
	30000	10.0%
A	7580	2.5%
B	7569	2.5%
Other values (2)	14851	5.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	10000000	100.0%

Value	Count	Frequency (%)
(unknown)	300000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	2000000	20.0%
L	1000000	10.0%
c	1000000	10.0%
a	1000000	10.0%
t	1000000	10.0%
i	1000000	10.0%
n	1000000	10.0%
	1000000	10.0%
B	250262	2.5%
D	250007	2.5%
Other values (2)	499731	5.0%

Value	Count	Frequency (%)
o	60000	20.0%
L	30000	10.0%
c	30000	10.0%
a	30000	10.0%
t	30000	10.0%
i	30000	10.0%
n	30000	10.0%
	30000	10.0%
A	7580	2.5%
B	7569	2.5%
Other values (2)	14851	5.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	10000000	100.0%

Value	Count	Frequency (%)
(unknown)	300000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	2000000	20.0%
L	1000000	10.0%
c	1000000	10.0%
a	1000000	10.0%
t	1000000	10.0%
i	1000000	10.0%
n	1000000	10.0%
	1000000	10.0%
B	250262	2.5%
D	250007	2.5%
Other values (2)	499731	5.0%

Value	Count	Frequency (%)
o	60000	20.0%
L	30000	10.0%
c	30000	10.0%
a	30000	10.0%
t	30000	10.0%
i	30000	10.0%
n	30000	10.0%
	30000	10.0%
A	7580	2.5%
B	7569	2.5%
Other values (2)	14851	5.0%

online_purchases
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	100	100
Distinct (%)	< 0.1%	0.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	49.446018	49.18843333

	Full Dataset	Systematic Sample
Minimum	0	0
Maximum	99	99
Zeros	9997	298
Zeros (%)	1.0%	1.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	0	0
5-th percentile	4	4
Q1	24	24
median	49	49
Q3	74	74
95-th percentile	94	94
Maximum	99	99
Range	99	99
Interquartile range (IQR)	50	50

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	28.86143913	28.91133668
Coefficient of variation (CV)	0.5836959234	0.5877669752
Kurtosis	-1.200754846	-1.207525653
Mean	49.446018	49.18843333
Median Absolute Deviation (MAD)	25	25
Skewness	0.00143421854	0.01496678687
Sum	49446018	1475653
Variance	832.9826689	835.8653884
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	10324	1.0%
28	10269	1.0%
40	10198	1.0%
67	10151	1.0%
76	10150	1.0%
61	10150	1.0%
52	10140	1.0%
88	10134	1.0%
43	10133	1.0%
45	10132	1.0%
Other values (90)	898219	89.8%

Value	Count	Frequency (%)
32	339	1.1%
76	336	1.1%
27	335	1.1%
69	333	1.1%
49	332	1.1%
86	332	1.1%
68	329	1.1%
45	328	1.1%
17	327	1.1%
18	327	1.1%
Other values (90)	26682	88.9%

Value	Count	Frequency (%)
0	9997	1.0%
1	10023	1.0%
2	9792	1.0%
3	10091	1.0%
4	10324	1.0%

Value	Count	Frequency (%)
0	298	1.0%
1	292	1.0%
2	321	1.1%
3	276	0.9%
4	320	1.1%

Value	Count	Frequency (%)
0	298	< 0.1%
1	292	< 0.1%
2	321	< 0.1%
3	276	< 0.1%
4	320	< 0.1%

Value	Count	Frequency (%)
0	9997	33.3%
1	10023	33.4%
2	9792	32.6%
3	10091	33.6%
4	10324	34.4%

in_store_purchases
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	100	100
Distinct (%)	< 0.1%	0.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	49.484486	49.34656667

	Full Dataset	Systematic Sample
Minimum	0	0
Maximum	99	99
Zeros	10016	317
Zeros (%)	1.0%	1.1%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	0	0
5-th percentile	5	4
Q1	24	24
median	49	49
Q3	75	74
95-th percentile	95	95
Maximum	99	99
Range	99	99
Interquartile range (IQR)	51	50

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	28.88271174	28.89541411
Coefficient of variation (CV)	0.5836720572	0.5855607808
Kurtosis	-1.20140369	-1.202546777
Mean	49.484486	49.34656667
Median Absolute Deviation (MAD)	25	25
Skewness	0.00159043567	0.009032009929
Sum	49484486	1480397
Variance	834.2110375	834.9449564
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
38	10264	1.0%
30	10186	1.0%
86	10183	1.0%
10	10180	1.0%
14	10171	1.0%
7	10166	1.0%
13	10164	1.0%
50	10151	1.0%
67	10141	1.0%
91	10131	1.0%
Other values (90)	898263	89.8%

Value	Count	Frequency (%)
50	334	1.1%
79	333	1.1%
51	332	1.1%
76	330	1.1%
38	329	1.1%
10	327	1.1%
18	326	1.1%
62	325	1.1%
4	320	1.1%
36	320	1.1%
Other values (90)	26724	89.1%

Value	Count	Frequency (%)
0	10016	1.0%
1	9978	1.0%
2	9953	1.0%
3	9965	1.0%
4	9926	1.0%

Value	Count	Frequency (%)
0	317	1.1%
1	281	0.9%
2	301	1.0%
3	297	1.0%
4	320	1.1%

Value	Count	Frequency (%)
0	317	< 0.1%
1	281	< 0.1%
2	301	< 0.1%
3	297	< 0.1%
4	320	< 0.1%

Value	Count	Frequency (%)
0	10016	33.4%
1	9978	33.3%
2	9953	33.2%
3	9965	33.2%
4	9926	33.1%

avg_items_per_transaction
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	901	901
Distinct (%)	0.1%	3.0%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	5.50312187	5.518995667

	Full Dataset	Systematic Sample
Minimum	1	1
Maximum	10	10
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	1	1
5-th percentile	1.45	1.44
Q1	3.26	3.28
median	5.5	5.54
Q3	7.75	7.76
95-th percentile	9.55	9.55
Maximum	10	10
Range	9	9
Interquartile range (IQR)	4.49	4.48

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	2.597661275	2.597740489
Coefficient of variation (CV)	0.4720341173	0.4706908007
Kurtosis	-1.199082145	-1.197458824
Mean	5.50312187	5.518995667
Median Absolute Deviation (MAD)	2.25	2.24
Skewness	-4.461054903 × 10^-5	-0.01353169941
Sum	5503121.87	165569.87
Variance	6.747844097	6.74825565
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.49	1205	0.1%
5	1198	0.1%
3.94	1197	0.1%
6.41	1196	0.1%
2.82	1193	0.1%
8.41	1192	0.1%
9.69	1192	0.1%
4.29	1190	0.1%
4.35	1188	0.1%
6.14	1188	0.1%
Other values (891)	988061	98.8%

Value	Count	Frequency (%)
2.36	52	0.2%
6.74	51	0.2%
7.48	51	0.2%
9	51	0.2%
4.7	49	0.2%
8.71	49	0.2%
8.74	49	0.2%
9.02	48	0.2%
5.67	48	0.2%
6.3	48	0.2%
Other values (891)	29504	98.3%

Value	Count	Frequency (%)
1	514	0.1%
1.01	1135	0.1%
1.02	1105	0.1%
1.03	1122	0.1%
1.04	1067	0.1%

Value	Count	Frequency (%)
1	10	< 0.1%
1.01	40	0.1%
1.02	32	0.1%
1.03	23	0.1%
1.04	25	0.1%

Value	Count	Frequency (%)
1	10	< 0.1%
1.01	40	< 0.1%
1.02	32	< 0.1%
1.03	23	< 0.1%
1.04	25	< 0.1%

Value	Count	Frequency (%)
1	514	1.7%
1.01	1135	3.8%
1.02	1105	3.7%
1.03	1122	3.7%
1.04	1067	3.6%

avg_transaction_value
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	49001	22388
Distinct (%)	4.9%	74.6%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	255.1157678	255.481149

	Full Dataset	Systematic Sample
Minimum	10	10.02
Maximum	500	500
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	10	10.02
5-th percentile	34.52	33.979
Q1	132.51	132.42
median	255.23	255.94
Q3	377.67	378.7525
95-th percentile	475.36	475.78
Maximum	500	500
Range	490	489.98
Interquartile range (IQR)	245.16	246.3325

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	141.4300141	141.8474272
Coefficient of variation (CV)	0.5543758243	0.5552168046
Kurtosis	-1.200885422	-1.20331159
Mean	255.1157678	255.481149
Median Absolute Deviation (MAD)	122.58	123.175
Skewness	-0.001148163222	-0.001707380871
Sum	255115767.8	7664434.47
Variance	20002.44888	20120.6926
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
362.11	43	< 0.1%
157.68	43	< 0.1%
86.72	42	< 0.1%
303.99	41	< 0.1%
193.66	41	< 0.1%
112.64	40	< 0.1%
342.26	40	< 0.1%
454.72	39	< 0.1%
64.18	39	< 0.1%
280.55	39	< 0.1%
Other values (48991)	999593	> 99.9%

Value	Count	Frequency (%)
487.28	5	< 0.1%
489.95	5	< 0.1%
269.06	5	< 0.1%
47.07	5	< 0.1%
304.22	5	< 0.1%
415.71	5	< 0.1%
231.25	5	< 0.1%
242.37	5	< 0.1%
229.29	5	< 0.1%
158.25	5	< 0.1%
Other values (22378)	29950	99.8%

Value	Count	Frequency (%)
10	8	< 0.1%
10.01	18	< 0.1%
10.02	17	< 0.1%
10.03	28	< 0.1%
10.04	24	< 0.1%

Value	Count	Frequency (%)
10.02	1	< 0.1%
10.03	1	< 0.1%
10.05	1	< 0.1%
10.07	1	< 0.1%
10.08	3	< 0.1%

Value	Count	Frequency (%)
10.02	1	< 0.1%
10.03	1	< 0.1%
10.05	1	< 0.1%
10.07	1	< 0.1%
10.08	3	< 0.1%

Value	Count	Frequency (%)
10	8	< 0.1%
10.01	18	0.1%
10.02	17	0.1%
10.03	28	0.1%
10.04	24	0.1%

total_returned_items
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	10	10
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	4.498142	4.504633333

	Full Dataset	Systematic Sample
Minimum	0	0
Maximum	9	9
Zeros	100060	3043
Zeros (%)	10.0%	10.1%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	0	0
5-th percentile	0	0
Q1	2	2
median	4	5
Q3	7	7
95-th percentile	9	9
Maximum	9	9
Range	9	9
Interquartile range (IQR)	5	5

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	2.872805041	2.878191793
Coefficient of variation (CV)	0.6386648177	0.6389403044
Kurtosis	-1.225109848	-1.225473688
Mean	4.498142	4.504633333
Median Absolute Deviation (MAD)	3	3
Skewness	0.0007692254728	-0.001610088949
Sum	4498142	135139
Variance	8.253008801	8.283987998
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	100298	10.0%
7	100190	10.0%
3	100119	10.0%
0	100060	10.0%
6	100004	10.0%
2	99991	10.0%
9	99942	10.0%
8	99838	10.0%
4	99821	10.0%
5	99737	10.0%

Value	Count	Frequency (%)
9	3045	10.2%
0	3043	10.1%
3	3021	10.1%
6	3016	10.1%
8	3006	10.0%
2	3003	10.0%
5	2991	10.0%
4	2969	9.9%
7	2964	9.9%
1	2942	9.8%

Value	Count	Frequency (%)
0	100060	10.0%
1	100298	10.0%
2	99991	10.0%
3	100119	10.0%
4	99821	10.0%

Value	Count	Frequency (%)
0	3043	10.1%
1	2942	9.8%
2	3003	10.0%
3	3021	10.1%
4	2969	9.9%

Value	Count	Frequency (%)
0	3043	0.3%
1	2942	0.3%
2	3003	0.3%
3	3021	0.3%
4	2969	0.3%

Value	Count	Frequency (%)
0	100060	333.5%
1	100298	334.3%
2	99991	333.3%
3	100119	333.7%
4	99821	332.7%

total_returned_value
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	99999	26021
Distinct (%)	10.0%	86.7%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	500.3878374	501.730237

	Full Dataset	Systematic Sample
Minimum	0	0.01
Maximum	1000	999.99
Zeros	4	0
Zeros (%)	< 0.1%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	0	0.01
5-th percentile	50	52.979
Q1	250.63	253.8725
median	500.4	501.7
Q3	750.39	748.98
95-th percentile	950.22	949.2215
Maximum	1000	999.99
Range	1000	999.98
Interquartile range (IQR)	499.76	495.1075

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	288.7174763	287.2884784
Coefficient of variation (CV)	0.5769873981	0.5725955049
Kurtosis	-1.199754459	-1.188818796
Mean	500.3878374	501.730237
Median Absolute Deviation (MAD)	249.89	247.65
Skewness	-0.001264828821	-0.002747522577
Sum	500387837.4	15051907.11
Variance	83357.78115	82534.66982
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
160.66	28	< 0.1%
467.66	26	< 0.1%
188.3	26	< 0.1%
488.88	25	< 0.1%
544.94	25	< 0.1%
651.87	25	< 0.1%
981.42	25	< 0.1%
330.91	25	< 0.1%
676.05	25	< 0.1%
227.59	25	< 0.1%
Other values (99989)	999745	> 99.9%

Value	Count	Frequency (%)
514.02	5	< 0.1%
714.49	5	< 0.1%
928.66	4	< 0.1%
973.06	4	< 0.1%
139.72	4	< 0.1%
937.33	4	< 0.1%
198.43	4	< 0.1%
577.78	4	< 0.1%
866.57	4	< 0.1%
281.52	4	< 0.1%
Other values (26011)	29958	99.9%

Value	Count	Frequency (%)
0	4	< 0.1%
0.01	13	< 0.1%
0.02	12	< 0.1%
0.03	11	< 0.1%
0.04	7	< 0.1%

Value	Count	Frequency (%)
0.01	1	< 0.1%
0.02	1	< 0.1%
0.04	1	< 0.1%
0.11	1	< 0.1%
0.17	1	< 0.1%

Value	Count	Frequency (%)
0.01	1	< 0.1%
0.02	1	< 0.1%
0.04	1	< 0.1%
0.11	1	< 0.1%
0.17	1	< 0.1%

Value	Count	Frequency (%)
0	4	< 0.1%
0.01	13	< 0.1%
0.02	12	< 0.1%
0.03	11	< 0.1%
0.04	7	< 0.1%

total_sales
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	629254	29563
Distinct (%)	62.9%	98.5%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	5056.059765	5070.517322

	Full Dataset	Systematic Sample
Minimum	100.01	100.04
Maximum	9999.98	9998.05
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	100.01	100.04
5-th percentile	595.7095	581.918
Q1	2577.8675	2552.5375
median	5059.695	5102.03
Q3	7534.8025	7586.2775
95-th percentile	9507.96	9522.561
Maximum	9999.98	9998.05
Range	9899.97	9898.01
Interquartile range (IQR)	4956.935	5033.74

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	2859.100058	2876.151961
Coefficient of variation (CV)	0.5654798777	0.5672304774
Kurtosis	-1.201132214	-1.219650902
Mean	5056.059765	5070.517322
Median Absolute Deviation (MAD)	2478.365	2517.305
Skewness	-0.002792355347	-0.009818384845
Sum	5056059765	152115519.7
Variance	8174453.14	8272250.103
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9263.29	8	< 0.1%
1070.51	8	< 0.1%
8973.11	8	< 0.1%
7882.97	8	< 0.1%
630.03	8	< 0.1%
8669.59	8	< 0.1%
8191.02	8	< 0.1%
2558.91	8	< 0.1%
5572.95	8	< 0.1%
8266.95	8	< 0.1%
Other values (629244)	999920	> 99.9%

Value	Count	Frequency (%)
5573.97	3	< 0.1%
6929.76	2	< 0.1%
4310.88	2	< 0.1%
1790.99	2	< 0.1%
4228.4	2	< 0.1%
8710.53	2	< 0.1%
7292.92	2	< 0.1%
3642.88	2	< 0.1%
5923.6	2	< 0.1%
2068.75	2	< 0.1%
Other values (29553)	29979	99.9%

Value	Count	Frequency (%)
100.01	2	< 0.1%
100.02	2	< 0.1%
100.04	2	< 0.1%
100.05	2	< 0.1%
100.06	3	< 0.1%

Value	Count	Frequency (%)
100.04	1	< 0.1%
100.06	2	< 0.1%
100.32	1	< 0.1%
100.36	1	< 0.1%
100.42	1	< 0.1%

Value	Count	Frequency (%)
100.04	1	< 0.1%
100.06	2	< 0.1%
100.32	1	< 0.1%
100.36	1	< 0.1%
100.42	1	< 0.1%

Value	Count	Frequency (%)
100.01	2	< 0.1%
100.02	2	< 0.1%
100.04	2	< 0.1%
100.05	2	< 0.1%
100.06	3	< 0.1%

total_transactions
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	99	99
Distinct (%)	< 0.1%	0.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	49.987386	49.87116667

	Full Dataset	Systematic Sample
Minimum	1	1
Maximum	99	99
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	1	1
5-th percentile	5	5
Q1	25	25
median	50	50
Q3	75	75
95-th percentile	95	94
Maximum	99	99
Range	98	98
Interquartile range (IQR)	50	50

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	28.57168895	28.58786358
Coefficient of variation (CV)	0.5715779766	0.5732343054
Kurtosis	-1.200697232	-1.197065103
Mean	49.987386	49.87116667
Median Absolute Deviation (MAD)	25	25
Skewness	6.496950968 × 10^-5	-0.000849598413
Sum	49987386	1496135
Variance	816.3414092	817.2659442
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
93	10385	1.0%
24	10328	1.0%
61	10316	1.0%
70	10306	1.0%
49	10290	1.0%
14	10280	1.0%
83	10278	1.0%
27	10251	1.0%
16	10247	1.0%
75	10245	1.0%
Other values (89)	897074	89.7%

Value	Count	Frequency (%)
57	342	1.1%
86	339	1.1%
94	335	1.1%
35	335	1.1%
5	333	1.1%
4	331	1.1%
25	329	1.1%
50	329	1.1%
28	327	1.1%
88	326	1.1%
Other values (89)	26674	88.9%

Value	Count	Frequency (%)
1	10053	1.0%
2	10174	1.0%
3	10113	1.0%
4	10133	1.0%
5	10140	1.0%

Value	Count	Frequency (%)
1	323	1.1%
2	298	1.0%
3	308	1.0%
4	331	1.1%
5	333	1.1%

Value	Count	Frequency (%)
1	323	< 0.1%
2	298	< 0.1%
3	308	< 0.1%
4	331	< 0.1%
5	333	< 0.1%

Value	Count	Frequency (%)
1	10053	33.5%
2	10174	33.9%
3	10113	33.7%
4	10133	33.8%
5	10140	33.8%

total_items_purchased
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	499	499
Distinct (%)	< 0.1%	1.7%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	250.042763	249.4003667

	Full Dataset	Systematic Sample
Minimum	1	1
Maximum	499	499
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	1	1
5-th percentile	26	25
Q1	125	124
median	250	251
Q3	375	373
95-th percentile	475	474
Maximum	499	499
Range	498	498
Interquartile range (IQR)	250	249

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	143.9845462	143.5749326
Coefficient of variation (CV)	0.5758396862	0.5756805192
Kurtosis	-1.199364571	-1.195088792
Mean	250.042763	249.4003667
Median Absolute Deviation (MAD)	125	124
Skewness	-0.0005289537985	-0.003945628736
Sum	250042763	7482011
Variance	20731.54954	20613.76127
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
282	2156	0.2%
285	2146	0.2%
355	2132	0.2%
459	2099	0.2%
296	2098	0.2%
241	2096	0.2%
413	2090	0.2%
331	2088	0.2%
425	2087	0.2%
260	2086	0.2%
Other values (489)	978922	97.9%

Value	Count	Frequency (%)
432	84	0.3%
19	82	0.3%
27	81	0.3%
109	81	0.3%
446	78	0.3%
425	78	0.3%
117	78	0.3%
327	78	0.3%
312	78	0.3%
301	78	0.3%
Other values (489)	29204	97.3%

Value	Count	Frequency (%)
1	2005	0.2%
2	2077	0.2%
3	1999	0.2%
4	2019	0.2%
5	1988	0.2%

Value	Count	Frequency (%)
1	69	0.2%
2	53	0.2%
3	50	0.2%
4	61	0.2%
5	63	0.2%

Value	Count	Frequency (%)
1	69	< 0.1%
2	53	< 0.1%
3	50	< 0.1%
4	61	< 0.1%
5	63	< 0.1%

Value	Count	Frequency (%)
1	2005	6.7%
2	2077	6.9%
3	1999	6.7%
4	2019	6.7%
5	1988	6.6%

total_discounts_received
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	99995	25886
Distinct (%)	10.0%	86.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	499.6743882	498.7390803

	Full Dataset	Systematic Sample
Minimum	0	0.01
Maximum	1000	999.98
Zeros	6	0
Zeros (%)	< 0.1%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	0	0.01
5-th percentile	50.16	50.268
Q1	249.76	251.03
median	499.51	496.145
Q3	749.54	749.735
95-th percentile	949.66	947.691
Maximum	1000	999.98
Range	1000	999.97
Interquartile range (IQR)	499.78	498.705

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	288.5791016	288.1539788
Coefficient of variation (CV)	0.5775343071	0.5777649882
Kurtosis	-1.200167414	-1.2000378
Mean	499.6743882	498.7390803
Median Absolute Deviation (MAD)	249.9	249.435
Skewness	0.0009745010535	0.004135538111
Sum	499674388.2	14962172.41
Variance	83277.89786	83032.71553
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
52.87	26	< 0.1%
811.21	26	< 0.1%
721.58	26	< 0.1%
418.88	25	< 0.1%
760.97	25	< 0.1%
406.5	24	< 0.1%
784.58	24	< 0.1%
595.87	24	< 0.1%
918	24	< 0.1%
34.86	24	< 0.1%
Other values (99985)	999752	> 99.9%

Value	Count	Frequency (%)
182.63	5	< 0.1%
61.51	5	< 0.1%
928.19	4	< 0.1%
394.34	4	< 0.1%
472.48	4	< 0.1%
427.73	4	< 0.1%
10.12	4	< 0.1%
705.39	4	< 0.1%
268.2	4	< 0.1%
98.15	4	< 0.1%
Other values (25876)	29958	99.9%

Value	Count	Frequency (%)
0	6	< 0.1%
0.01	13	< 0.1%
0.02	8	< 0.1%
0.03	8	< 0.1%
0.04	6	< 0.1%

Value	Count	Frequency (%)
0.01	1	< 0.1%
0.03	1	< 0.1%
0.05	1	< 0.1%
0.12	2	< 0.1%
0.13	1	< 0.1%

Value	Count	Frequency (%)
0.01	1	< 0.1%
0.03	1	< 0.1%
0.05	1	< 0.1%
0.12	2	< 0.1%
0.13	1	< 0.1%

Value	Count	Frequency (%)
0	6	< 0.1%
0.01	13	< 0.1%
0.02	8	< 0.1%
0.03	8	< 0.1%
0.04	6	< 0.1%

avg_spent_per_category
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	98999	25874
Distinct (%)	9.9%	86.2%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	505.1754779	507.2349573

	Full Dataset	Systematic Sample
Minimum	10	10.02
Maximum	1000	999.92
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	10	10.02
5-th percentile	59.49	59.169
Q1	257.24	259.7075
median	505.14	510.545
Q3	753.06	755.1775
95-th percentile	950.7405	949.5105
Maximum	1000	999.92
Range	990	989.9
Interquartile range (IQR)	495.82	495.47

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	286.0591784	286.5485484
Coefficient of variation (CV)	0.566257055	0.5649227134
Kurtosis	-1.201963641	-1.203596811
Mean	505.1754779	507.2349573
Median Absolute Deviation (MAD)	247.91	247.71
Skewness	-0.0002454959133	-0.02254511471
Sum	505175477.9	15217048.72
Variance	81829.85355	82110.07062
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
202.69	27	< 0.1%
969.16	26	< 0.1%
582.24	26	< 0.1%
806.1	25	< 0.1%
330.74	25	< 0.1%
798.54	25	< 0.1%
299.29	25	< 0.1%
312.38	25	< 0.1%
825.53	24	< 0.1%
525.28	24	< 0.1%
Other values (98989)	999748	> 99.9%

Value	Count	Frequency (%)
141.03	5	< 0.1%
36.15	4	< 0.1%
548.8	4	< 0.1%
710.93	4	< 0.1%
319.46	4	< 0.1%
333.34	4	< 0.1%
574.26	4	< 0.1%
665.71	4	< 0.1%
992.05	4	< 0.1%
514.73	4	< 0.1%
Other values (25864)	29959	99.9%

Value	Count	Frequency (%)
10	4	< 0.1%
10.01	8	< 0.1%
10.02	13	< 0.1%
10.03	10	< 0.1%
10.04	13	< 0.1%

Value	Count	Frequency (%)
10.02	1	< 0.1%
10.03	1	< 0.1%
10.05	2	< 0.1%
10.06	2	< 0.1%
10.1	1	< 0.1%

Value	Count	Frequency (%)
10.02	1	< 0.1%
10.03	1	< 0.1%
10.05	2	< 0.1%
10.06	2	< 0.1%
10.1	1	< 0.1%

Value	Count	Frequency (%)
10	4	< 0.1%
10.01	8	< 0.1%
10.02	13	< 0.1%
10.03	10	< 0.1%
10.04	13	< 0.1%

max_single_purchase_value
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	99001	25794
Distinct (%)	9.9%	86.0%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	505.0014045	504.4945963

	Full Dataset	Systematic Sample
Minimum	10	10.02
Maximum	1000	999.99
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	10	10.02
5-th percentile	59.3	58.23
Q1	256.84	255.115
median	505.22	506.13
Q3	753.21	752.72
95-th percentile	950.55	951.5725
Maximum	1000	999.99
Range	990	989.97
Interquartile range (IQR)	496.37	497.605

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	286.0733241	286.2036938
Coefficient of variation (CV)	0.5664802545	0.5673077489
Kurtosis	-1.202495075	-1.198648107
Mean	505.0014045	504.4945963
Median Absolute Deviation (MAD)	248.18	248.68
Skewness	-0.0008466890807	-0.0007518293936
Sum	505001404.5	15134837.89
Variance	81837.94677	81912.55434
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
575.57	28	< 0.1%
461.6	26	< 0.1%
874.29	25	< 0.1%
105.78	25	< 0.1%
354.85	25	< 0.1%
736.87	25	< 0.1%
439.72	25	< 0.1%
893.75	24	< 0.1%
179.32	24	< 0.1%
330.94	24	< 0.1%
Other values (98991)	999749	> 99.9%

Value	Count	Frequency (%)
157.57	5	< 0.1%
985.66	4	< 0.1%
661.26	4	< 0.1%
621.57	4	< 0.1%
970.54	4	< 0.1%
139.51	4	< 0.1%
477.98	4	< 0.1%
701.49	4	< 0.1%
452.59	4	< 0.1%
846.64	4	< 0.1%
Other values (25784)	29959	99.9%

Value	Count	Frequency (%)
10	6	< 0.1%
10.01	8	< 0.1%
10.02	15	< 0.1%
10.03	5	< 0.1%
10.04	15	< 0.1%

Value	Count	Frequency (%)
10.02	1	< 0.1%
10.08	1	< 0.1%
10.11	1	< 0.1%
10.16	1	< 0.1%
10.17	1	< 0.1%

Value	Count	Frequency (%)
10.02	1	< 0.1%
10.08	1	< 0.1%
10.11	1	< 0.1%
10.16	1	< 0.1%
10.17	1	< 0.1%

Value	Count	Frequency (%)
10	6	< 0.1%
10.01	8	< 0.1%
10.02	15	0.1%
10.03	5	< 0.1%
10.04	15	0.1%

min_single_purchase_value
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	991	991
Distinct (%)	0.1%	3.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	5.04384896	5.012402

	Full Dataset	Systematic Sample
Minimum	0.1	0.1
Maximum	10	10
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	0.1	0.1
5-th percentile	0.59	0.57
Q1	2.57	2.53
median	5.04	5.01
Q3	7.51	7.48
95-th percentile	9.5	9.52
Maximum	10	10
Range	9.9	9.9
Interquartile range (IQR)	4.94	4.95

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	2.855904644	2.856644035
Coefficient of variation (CV)	0.566215338	0.5699151894
Kurtosis	-1.198193882	-1.191228918
Mean	5.04384896	5.012402
Median Absolute Deviation (MAD)	2.47	2.48
Skewness	0.002415403507	0.01785919507
Sum	5043848.96	150372.06
Variance	8.156191335	8.160415144
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.66	1123	0.1%
0.29	1112	0.1%
3.05	1110	0.1%
1.67	1101	0.1%
4.67	1092	0.1%
6.93	1092	0.1%
6.14	1091	0.1%
5.19	1091	0.1%
5.31	1086	0.1%
5.02	1086	0.1%
Other values (981)	989016	98.9%

Value	Count	Frequency (%)
3.88	53	0.2%
9.99	49	0.2%
2.27	49	0.2%
2.65	47	0.2%
3.84	47	0.2%
1.72	47	0.2%
1.74	46	0.2%
3.25	46	0.2%
0.34	45	0.1%
9.92	45	0.1%
Other values (981)	29526	98.4%

Value	Count	Frequency (%)
0.1	491	< 0.1%
0.11	1041	0.1%
0.12	1011	0.1%
0.13	1044	0.1%
0.14	1013	0.1%

Value	Count	Frequency (%)
0.1	8	< 0.1%
0.11	32	0.1%
0.12	32	0.1%
0.13	40	0.1%
0.14	37	0.1%

Value	Count	Frequency (%)
0.1	8	< 0.1%
0.11	32	< 0.1%
0.12	32	< 0.1%
0.13	40	< 0.1%
0.14	37	< 0.1%

Value	Count	Frequency (%)
0.1	491	1.6%
0.11	1041	3.5%
0.12	1011	3.4%
0.13	1044	3.5%
0.14	1013	3.4%

product_name
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	4	4
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	9	9
Median length	9	9
Mean length	9	9
Min length	9	9

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	9000000	270000
Distinct characters	12	12
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Systematic Sample
1st row	Product D	Product D
2nd row	Product C	Product A
3rd row	Product B	Product B
4th row	Product A	Product B
5th row	Product C	Product A

Value	Count	Frequency (%)
product	1000000	50.0%
b	250375	12.5%
c	249957	12.5%
a	249928	12.5%
d	249740	12.5%

Value	Count	Frequency (%)
product	30000	50.0%
a	7665	12.8%
b	7481	12.5%
c	7442	12.4%
d	7412	12.4%

Most occurring characters

Value	Count	Frequency (%)
P	1000000	11.1%
r	1000000	11.1%
o	1000000	11.1%
d	1000000	11.1%
u	1000000	11.1%
c	1000000	11.1%
t	1000000	11.1%
	1000000	11.1%
B	250375	2.8%
C	249957	2.8%
Other values (2)	499668	5.6%

Value	Count	Frequency (%)
P	30000	11.1%
r	30000	11.1%
o	30000	11.1%
d	30000	11.1%
u	30000	11.1%
c	30000	11.1%
t	30000	11.1%
	30000	11.1%
A	7665	2.8%
B	7481	2.8%
Other values (2)	14854	5.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9000000	100.0%

Value	Count	Frequency (%)
(unknown)	270000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
P	1000000	11.1%
r	1000000	11.1%
o	1000000	11.1%
d	1000000	11.1%
u	1000000	11.1%
c	1000000	11.1%
t	1000000	11.1%
	1000000	11.1%
B	250375	2.8%
C	249957	2.8%
Other values (2)	499668	5.6%

Value	Count	Frequency (%)
P	30000	11.1%
r	30000	11.1%
o	30000	11.1%
d	30000	11.1%
u	30000	11.1%
c	30000	11.1%
t	30000	11.1%
	30000	11.1%
A	7665	2.8%
B	7481	2.8%
Other values (2)	14854	5.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9000000	100.0%

Value	Count	Frequency (%)
(unknown)	270000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
P	1000000	11.1%
r	1000000	11.1%
o	1000000	11.1%
d	1000000	11.1%
u	1000000	11.1%
c	1000000	11.1%
t	1000000	11.1%
	1000000	11.1%
B	250375	2.8%
C	249957	2.8%
Other values (2)	499668	5.6%

Value	Count	Frequency (%)
P	30000	11.1%
r	30000	11.1%
o	30000	11.1%
d	30000	11.1%
u	30000	11.1%
c	30000	11.1%
t	30000	11.1%
	30000	11.1%
A	7665	2.8%
B	7481	2.8%
Other values (2)	14854	5.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9000000	100.0%

Value	Count	Frequency (%)
(unknown)	270000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
P	1000000	11.1%
r	1000000	11.1%
o	1000000	11.1%
d	1000000	11.1%
u	1000000	11.1%
c	1000000	11.1%
t	1000000	11.1%
	1000000	11.1%
B	250375	2.8%
C	249957	2.8%
Other values (2)	499668	5.6%

Value	Count	Frequency (%)
P	30000	11.1%
r	30000	11.1%
o	30000	11.1%
d	30000	11.1%
u	30000	11.1%
c	30000	11.1%
t	30000	11.1%
	30000	11.1%
A	7665	2.8%
B	7481	2.8%
Other values (2)	14854	5.5%

product_brand
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	7	7
Median length	7	7
Mean length	7	7
Min length	7	7

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	7000000	210000
Distinct characters	9	9
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Systematic Sample
1st row	Brand Y	Brand Y
2nd row	Brand X	Brand X
3rd row	Brand X	Brand Z
4th row	Brand Z	Brand Y
5th row	Brand X	Brand X

Value	Count	Frequency (%)
brand	1000000	50.0%
y	333775	16.7%
z	333608	16.7%
x	332617	16.6%

Value	Count	Frequency (%)
brand	30000	50.0%
y	10245	17.1%
x	9890	16.5%
z	9865	16.4%

Most occurring characters

Value	Count	Frequency (%)
B	1000000	14.3%
r	1000000	14.3%
a	1000000	14.3%
n	1000000	14.3%
d	1000000	14.3%
	1000000	14.3%
Y	333775	4.8%
Z	333608	4.8%
X	332617	4.8%

Value	Count	Frequency (%)
B	30000	14.3%
r	30000	14.3%
a	30000	14.3%
n	30000	14.3%
d	30000	14.3%
	30000	14.3%
Y	10245	4.9%
X	9890	4.7%
Z	9865	4.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7000000	100.0%

Value	Count	Frequency (%)
(unknown)	210000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
B	1000000	14.3%
r	1000000	14.3%
a	1000000	14.3%
n	1000000	14.3%
d	1000000	14.3%
	1000000	14.3%
Y	333775	4.8%
Z	333608	4.8%
X	332617	4.8%

Value	Count	Frequency (%)
B	30000	14.3%
r	30000	14.3%
a	30000	14.3%
n	30000	14.3%
d	30000	14.3%
	30000	14.3%
Y	10245	4.9%
X	9890	4.7%
Z	9865	4.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7000000	100.0%

Value	Count	Frequency (%)
(unknown)	210000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
B	1000000	14.3%
r	1000000	14.3%
a	1000000	14.3%
n	1000000	14.3%
d	1000000	14.3%
	1000000	14.3%
Y	333775	4.8%
Z	333608	4.8%
X	332617	4.8%

Value	Count	Frequency (%)
B	30000	14.3%
r	30000	14.3%
a	30000	14.3%
n	30000	14.3%
d	30000	14.3%
	30000	14.3%
Y	10245	4.9%
X	9890	4.7%
Z	9865	4.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7000000	100.0%

Value	Count	Frequency (%)
(unknown)	210000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
B	1000000	14.3%
r	1000000	14.3%
a	1000000	14.3%
n	1000000	14.3%
d	1000000	14.3%
	1000000	14.3%
Y	333775	4.8%
Z	333608	4.8%
X	332617	4.8%

Value	Count	Frequency (%)
B	30000	14.3%
r	30000	14.3%
a	30000	14.3%
n	30000	14.3%
d	30000	14.3%
	30000	14.3%
Y	10245	4.9%
X	9890	4.7%
Z	9865	4.7%

product_rating
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	41	41
Distinct (%)	< 0.1%	0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	2.9990096	3.000233333

	Full Dataset	Systematic Sample
Minimum	1	1
Maximum	5	5
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	1	1
5-th percentile	1.2	1.2
Q1	2	2
median	3	3
Q3	4	4
95-th percentile	4.8	4.8
Maximum	5	5
Range	4	4
Interquartile range (IQR)	2	2

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	1.154800603	1.155675473
Coefficient of variation (CV)	0.3850606557	0.385195198
Kurtosis	-1.196293362	-1.194473672
Mean	2.9990096	3.000233333
Median Absolute Deviation (MAD)	1	1
Skewness	-0.0005343871929	-0.0009974057543
Sum	2999009.6	90007
Variance	1.333564433	1.335585798
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
2.9	25242	2.5%
3.4	25229	2.5%
2.6	25229	2.5%
1.3	25194	2.5%
3	25181	2.5%
4.7	25166	2.5%
4.3	25159	2.5%
4.1	25146	2.5%
1.6	25141	2.5%
4	25134	2.5%
Other values (31)	748179	74.8%

Value	Count	Frequency (%)
4.9	809	2.7%
3.4	806	2.7%
4.7	790	2.6%
1.5	790	2.6%
3	785	2.6%
3.7	780	2.6%
3.6	779	2.6%
2.9	775	2.6%
1.2	766	2.6%
4.5	766	2.6%
Other values (31)	22154	73.8%

Value	Count	Frequency (%)
1	12653	1.3%
1.1	24871	2.5%
1.2	25095	2.5%
1.3	25194	2.5%
1.4	24848	2.5%

Value	Count	Frequency (%)
1	370	1.2%
1.1	741	2.5%
1.2	766	2.6%
1.3	756	2.5%
1.4	760	2.5%

Value	Count	Frequency (%)
1	370	< 0.1%
1.1	741	0.1%
1.2	766	0.1%
1.3	756	0.1%
1.4	760	0.1%

Value	Count	Frequency (%)
1	12653	42.2%
1.1	24871	82.9%
1.2	25095	83.7%
1.3	25194	84.0%
1.4	24848	82.8%

product_review_count
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	1000	1000
Distinct (%)	0.1%	3.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	499.235198	499.7586667

	Full Dataset	Systematic Sample
Minimum	0	0
Maximum	999	999
Zeros	987	26
Zeros (%)	0.1%	0.1%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	0	0
5-th percentile	50	52
Q1	250	250
median	499	499
Q3	749	751
95-th percentile	949	952.05
Maximum	999	999
Range	999	999
Interquartile range (IQR)	499	501

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	288.4461496	288.5432539
Coefficient of variation (CV)	0.5777760678	0.5773651828
Kurtosis	-1.19905271	-1.1968163
Mean	499.235198	499.7586667
Median Absolute Deviation (MAD)	250	250
Skewness	0.001190014496	0.008804364011
Sum	499235198	14992760
Variance	83201.18122	83257.2094
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
974	1095	0.1%
56	1089	0.1%
769	1089	0.1%
725	1088	0.1%
683	1085	0.1%
229	1082	0.1%
501	1079	0.1%
937	1074	0.1%
384	1073	0.1%
497	1072	0.1%
Other values (990)	989174	98.9%

Value	Count	Frequency (%)
333	51	0.2%
672	48	0.2%
769	47	0.2%
580	47	0.2%
220	46	0.2%
833	45	0.1%
559	44	0.1%
638	44	0.1%
869	44	0.1%
119	44	0.1%
Other values (990)	29540	98.5%

Value	Count	Frequency (%)
0	987	0.1%
1	999	0.1%
2	1006	0.1%
3	1006	0.1%
4	1027	0.1%

Value	Count	Frequency (%)
0	26	0.1%
1	34	0.1%
2	26	0.1%
3	41	0.1%
4	18	0.1%

Value	Count	Frequency (%)
0	26	< 0.1%
1	34	< 0.1%
2	26	< 0.1%
3	41	< 0.1%
4	18	< 0.1%

Value	Count	Frequency (%)
0	987	3.3%
1	999	3.3%
2	1006	3.4%
3	1006	3.4%
4	1027	3.4%

product_stock
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	100	100
Distinct (%)	< 0.1%	0.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	49.515129	49.78733333

	Full Dataset	Systematic Sample
Minimum	0	0
Maximum	99	99
Zeros	10174	289
Zeros (%)	1.0%	1.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	0	0
5-th percentile	5	5
Q1	25	25
median	49	50
Q3	75	75
95-th percentile	95	95
Maximum	99	99
Range	99	99
Interquartile range (IQR)	50	50

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	28.87664529	28.98851929
Coefficient of variation (CV)	0.5831883279	0.5822468759
Kurtosis	-1.200520476	-1.209739776
Mean	49.515129	49.78733333
Median Absolute Deviation (MAD)	25	25
Skewness	0.0006383736941	-0.01261429473
Sum	49515129	1493620
Variance	833.860643	840.3342507
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
89	10261	1.0%
70	10245	1.0%
60	10187	1.0%
23	10175	1.0%
0	10174	1.0%
54	10171	1.0%
44	10148	1.0%
96	10147	1.0%
32	10138	1.0%
77	10136	1.0%
Other values (90)	898218	89.8%

Value	Count	Frequency (%)
89	344	1.1%
52	336	1.1%
59	333	1.1%
83	330	1.1%
78	329	1.1%
70	329	1.1%
98	328	1.1%
12	326	1.1%
82	324	1.1%
27	324	1.1%
Other values (90)	26697	89.0%

Value	Count	Frequency (%)
0	10174	1.0%
1	9857	1.0%
2	9895	1.0%
3	10030	1.0%
4	9924	1.0%

Value	Count	Frequency (%)
0	289	1.0%
1	274	0.9%
2	308	1.0%
3	316	1.1%
4	297	1.0%

Value	Count	Frequency (%)
0	289	< 0.1%
1	274	< 0.1%
2	308	< 0.1%
3	316	< 0.1%
4	297	< 0.1%

Value	Count	Frequency (%)
0	10174	33.9%
1	9857	32.9%
2	9895	33.0%
3	10030	33.4%
4	9924	33.1%

product_return_rate
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	51	51
Distinct (%)	< 0.1%	0.2%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.25013741	0.2512543333

	Full Dataset	Systematic Sample
Minimum	0	0
Maximum	0.5	0.5
Zeros	9960	315
Zeros (%)	1.0%	1.1%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	0	0
5-th percentile	0.03	0.02
Q1	0.13	0.13
median	0.25	0.25
Q3	0.38	0.38
95-th percentile	0.48	0.48
Maximum	0.5	0.5
Range	0.5	0.5
Interquartile range (IQR)	0.25	0.25

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	0.1444084896	0.1451581402
Coefficient of variation (CV)	0.5773166421	0.5777338775
Kurtosis	-1.197824771	-1.207624816
Mean	0.25013741	0.2512543333
Median Absolute Deviation (MAD)	0.13	0.13
Skewness	-0.0005165569762	-0.007170390778
Sum	250137.41	7537.63
Variance	0.02085381187	0.02107088568
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.43	20287	2.0%
0.38	20282	2.0%
0.03	20242	2.0%
0.46	20215	2.0%
0.4	20209	2.0%
0.14	20164	2.0%
0.45	20148	2.0%
0.16	20140	2.0%
0.06	20135	2.0%
0.29	20118	2.0%
Other values (41)	798060	79.8%

Value	Count	Frequency (%)
0.4	676	2.3%
0.46	668	2.2%
0.45	633	2.1%
0.27	632	2.1%
0.21	631	2.1%
0.49	631	2.1%
0.43	630	2.1%
0.14	628	2.1%
0.19	626	2.1%
0.48	626	2.1%
Other values (41)	23619	78.7%

Value	Count	Frequency (%)
0	9960	1.0%
0.01	19921	2.0%
0.02	19994	2.0%
0.03	20242	2.0%
0.04	19825	2.0%

Value	Count	Frequency (%)
0	315	1.1%
0.01	594	2.0%
0.02	610	2.0%
0.03	609	2.0%
0.04	604	2.0%

Value	Count	Frequency (%)
0	315	< 0.1%
0.01	594	0.1%
0.02	610	0.1%
0.03	609	0.1%
0.04	604	0.1%

Value	Count	Frequency (%)
0	9960	33.2%
0.01	19921	66.4%
0.02	19994	66.6%
0.03	20242	67.5%
0.04	19825	66.1%

product_size
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	6	6
Median length	5	5
Mean length	5.333501	5.3283
Min length	5	5

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	5333501	159849
Distinct characters	12	12
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Systematic Sample
1st row	Small	Small
2nd row	Medium	Medium
3rd row	Medium	Small
4th row	Large	Small
5th row	Small	Medium

Value	Count	Frequency (%)
large	333964	33.4%
medium	333501	33.4%
small	332535	33.3%

Value	Count	Frequency (%)
large	10123	33.7%
small	10028	33.4%
medium	9849	32.8%

Most occurring characters

Value	Count	Frequency (%)
e	667465	12.5%
a	666499	12.5%
m	666036	12.5%
l	665070	12.5%
g	333964	6.3%
r	333964	6.3%
L	333964	6.3%
M	333501	6.3%
i	333501	6.3%
d	333501	6.3%
Other values (2)	666036	12.5%

Value	Count	Frequency (%)
a	20151	12.6%
l	20056	12.5%
e	19972	12.5%
m	19877	12.4%
g	10123	6.3%
r	10123	6.3%
L	10123	6.3%
S	10028	6.3%
M	9849	6.2%
d	9849	6.2%
Other values (2)	19698	12.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5333501	100.0%

Value	Count	Frequency (%)
(unknown)	159849	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	667465	12.5%
a	666499	12.5%
m	666036	12.5%
l	665070	12.5%
g	333964	6.3%
r	333964	6.3%
L	333964	6.3%
M	333501	6.3%
i	333501	6.3%
d	333501	6.3%
Other values (2)	666036	12.5%

Value	Count	Frequency (%)
a	20151	12.6%
l	20056	12.5%
e	19972	12.5%
m	19877	12.4%
g	10123	6.3%
r	10123	6.3%
L	10123	6.3%
S	10028	6.3%
M	9849	6.2%
d	9849	6.2%
Other values (2)	19698	12.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5333501	100.0%

Value	Count	Frequency (%)
(unknown)	159849	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	667465	12.5%
a	666499	12.5%
m	666036	12.5%
l	665070	12.5%
g	333964	6.3%
r	333964	6.3%
L	333964	6.3%
M	333501	6.3%
i	333501	6.3%
d	333501	6.3%
Other values (2)	666036	12.5%

Value	Count	Frequency (%)
a	20151	12.6%
l	20056	12.5%
e	19972	12.5%
m	19877	12.4%
g	10123	6.3%
r	10123	6.3%
L	10123	6.3%
S	10028	6.3%
M	9849	6.2%
d	9849	6.2%
Other values (2)	19698	12.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5333501	100.0%

Value	Count	Frequency (%)
(unknown)	159849	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	667465	12.5%
a	666499	12.5%
m	666036	12.5%
l	665070	12.5%
g	333964	6.3%
r	333964	6.3%
L	333964	6.3%
M	333501	6.3%
i	333501	6.3%
d	333501	6.3%
Other values (2)	666036	12.5%

Value	Count	Frequency (%)
a	20151	12.6%
l	20056	12.5%
e	19972	12.5%
m	19877	12.4%
g	10123	6.3%
r	10123	6.3%
L	10123	6.3%
S	10028	6.3%
M	9849	6.2%
d	9849	6.2%
Other values (2)	19698	12.3%

product_weight
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	991	991
Distinct (%)	0.1%	3.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	5.05437238	5.061463

	Full Dataset	Systematic Sample
Minimum	0.1	0.1
Maximum	10	10
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	0.1	0.1
5-th percentile	0.6	0.62
Q1	2.58	2.58
median	5.06	5.07
Q3	7.53	7.53
95-th percentile	9.5	9.5
Maximum	10	10
Range	9.9	9.9
Interquartile range (IQR)	4.95	4.95

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	2.857848487	2.855694378
Coefficient of variation (CV)	0.56542104	0.5642033496
Kurtosis	-1.200012392	-1.196524814
Mean	5.05437238	5.061463
Median Absolute Deviation (MAD)	2.47	2.47
Skewness	-0.001975515497	-0.0007373572724
Sum	5054372.38	151843.89
Variance	8.167297977	8.154990383
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.51	1094	0.1%
7.79	1092	0.1%
3.96	1089	0.1%
3.55	1089	0.1%
1.61	1088	0.1%
5.24	1088	0.1%
1.74	1087	0.1%
4.66	1085	0.1%
3.04	1082	0.1%
1.22	1081	0.1%
Other values (981)	989125	98.9%

Value	Count	Frequency (%)
8.14	49	0.2%
1.76	47	0.2%
5.85	46	0.2%
9.93	45	0.1%
2.2	45	0.1%
8.5	45	0.1%
5.21	45	0.1%
8.96	44	0.1%
1.45	44	0.1%
5.52	44	0.1%
Other values (981)	29546	98.5%

Value	Count	Frequency (%)
0.1	506	0.1%
0.11	1031	0.1%
0.12	996	0.1%
0.13	1001	0.1%
0.14	1007	0.1%

Value	Count	Frequency (%)
0.1	13	< 0.1%
0.11	19	0.1%
0.12	34	0.1%
0.13	27	0.1%
0.14	32	0.1%

Value	Count	Frequency (%)
0.1	13	< 0.1%
0.11	19	< 0.1%
0.12	34	< 0.1%
0.13	27	< 0.1%
0.14	32	< 0.1%

Value	Count	Frequency (%)
0.1	506	1.7%
0.11	1031	3.4%
0.12	996	3.3%
0.13	1001	3.3%
0.14	1007	3.4%

product_color
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	5	5
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	5	5
Median length	5	5
Mean length	4.399397	4.4086
Min length	3	3

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	4399397	132258
Distinct characters	16	16
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Systematic Sample
1st row	Red	Red
2nd row	Blue	Green
3rd row	Green	White
4th row	Blue	White
5th row	Red	White

Value	Count	Frequency (%)
blue	200671	20.1%
green	200202	20.0%
red	199966	20.0%
black	199704	20.0%
white	199457	19.9%

Value	Count	Frequency (%)
green	6117	20.4%
white	6051	20.2%
blue	5980	19.9%
black	5971	19.9%
red	5881	19.6%

Most occurring characters

Value	Count	Frequency (%)
e	1000498	22.7%
B	400375	9.1%
l	400375	9.1%
u	200671	4.6%
G	200202	4.6%
r	200202	4.6%
n	200202	4.6%
R	199966	4.5%
d	199966	4.5%
a	199704	4.5%
Other values (6)	1197236	27.2%

Value	Count	Frequency (%)
e	30146	22.8%
B	11951	9.0%
l	11951	9.0%
G	6117	4.6%
r	6117	4.6%
n	6117	4.6%
W	6051	4.6%
h	6051	4.6%
t	6051	4.6%
i	6051	4.6%
Other values (6)	35655	27.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4399397	100.0%

Value	Count	Frequency (%)
(unknown)	132258	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	1000498	22.7%
B	400375	9.1%
l	400375	9.1%
u	200671	4.6%
G	200202	4.6%
r	200202	4.6%
n	200202	4.6%
R	199966	4.5%
d	199966	4.5%
a	199704	4.5%
Other values (6)	1197236	27.2%

Value	Count	Frequency (%)
e	30146	22.8%
B	11951	9.0%
l	11951	9.0%
G	6117	4.6%
r	6117	4.6%
n	6117	4.6%
W	6051	4.6%
h	6051	4.6%
t	6051	4.6%
i	6051	4.6%
Other values (6)	35655	27.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4399397	100.0%

Value	Count	Frequency (%)
(unknown)	132258	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	1000498	22.7%
B	400375	9.1%
l	400375	9.1%
u	200671	4.6%
G	200202	4.6%
r	200202	4.6%
n	200202	4.6%
R	199966	4.5%
d	199966	4.5%
a	199704	4.5%
Other values (6)	1197236	27.2%

Value	Count	Frequency (%)
e	30146	22.8%
B	11951	9.0%
l	11951	9.0%
G	6117	4.6%
r	6117	4.6%
n	6117	4.6%
W	6051	4.6%
h	6051	4.6%
t	6051	4.6%
i	6051	4.6%
Other values (6)	35655	27.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4399397	100.0%

Value	Count	Frequency (%)
(unknown)	132258	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	1000498	22.7%
B	400375	9.1%
l	400375	9.1%
u	200671	4.6%
G	200202	4.6%
r	200202	4.6%
n	200202	4.6%
R	199966	4.5%
d	199966	4.5%
a	199704	4.5%
Other values (6)	1197236	27.2%

Value	Count	Frequency (%)
e	30146	22.8%
B	11951	9.0%
l	11951	9.0%
G	6117	4.6%
r	6117	4.6%
n	6117	4.6%
W	6051	4.6%
h	6051	4.6%
t	6051	4.6%
i	6051	4.6%
Other values (6)	35655	27.0%

product_material
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	4	4
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	7	7
Median length	5	5
Mean length	5.25087	5.254966667
Min length	4	4

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	5250870	157649
Distinct characters	13	13
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Systematic Sample
1st row	Metal	Metal
2nd row	Metal	Plastic
3rd row	Plastic	Metal
4th row	Wood	Metal
5th row	Metal	Metal

Value	Count	Frequency (%)
plastic	250483	25.0%
wood	250096	25.0%
metal	249896	25.0%
glass	249525	25.0%

Value	Count	Frequency (%)
glass	7732	25.8%
plastic	7488	25.0%
metal	7453	24.8%
wood	7327	24.4%

Most occurring characters

Value	Count	Frequency (%)
l	749904	14.3%
a	749904	14.3%
s	749533	14.3%
t	500379	9.5%
o	500192	9.5%
P	250483	4.8%
i	250483	4.8%
c	250483	4.8%
W	250096	4.8%
d	250096	4.8%
Other values (3)	749317	14.3%

Value	Count	Frequency (%)
s	22952	14.6%
a	22673	14.4%
l	22673	14.4%
t	14941	9.5%
o	14654	9.3%
G	7732	4.9%
P	7488	4.7%
c	7488	4.7%
i	7488	4.7%
M	7453	4.7%
Other values (3)	22107	14.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5250870	100.0%

Value	Count	Frequency (%)
(unknown)	157649	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
l	749904	14.3%
a	749904	14.3%
s	749533	14.3%
t	500379	9.5%
o	500192	9.5%
P	250483	4.8%
i	250483	4.8%
c	250483	4.8%
W	250096	4.8%
d	250096	4.8%
Other values (3)	749317	14.3%

Value	Count	Frequency (%)
s	22952	14.6%
a	22673	14.4%
l	22673	14.4%
t	14941	9.5%
o	14654	9.3%
G	7732	4.9%
P	7488	4.7%
c	7488	4.7%
i	7488	4.7%
M	7453	4.7%
Other values (3)	22107	14.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5250870	100.0%

Value	Count	Frequency (%)
(unknown)	157649	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
l	749904	14.3%
a	749904	14.3%
s	749533	14.3%
t	500379	9.5%
o	500192	9.5%
P	250483	4.8%
i	250483	4.8%
c	250483	4.8%
W	250096	4.8%
d	250096	4.8%
Other values (3)	749317	14.3%

Value	Count	Frequency (%)
s	22952	14.6%
a	22673	14.4%
l	22673	14.4%
t	14941	9.5%
o	14654	9.3%
G	7732	4.9%
P	7488	4.7%
c	7488	4.7%
i	7488	4.7%
M	7453	4.7%
Other values (3)	22107	14.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5250870	100.0%

Value	Count	Frequency (%)
(unknown)	157649	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
l	749904	14.3%
a	749904	14.3%
s	749533	14.3%
t	500379	9.5%
o	500192	9.5%
P	250483	4.8%
i	250483	4.8%
c	250483	4.8%
W	250096	4.8%
d	250096	4.8%
Other values (3)	749317	14.3%

Value	Count	Frequency (%)
s	22952	14.6%
a	22673	14.4%
l	22673	14.4%
t	14941	9.5%
o	14654	9.3%
G	7732	4.9%
P	7488	4.7%
c	7488	4.7%
i	7488	4.7%
M	7453	4.7%
Other values (3)	22107	14.0%

product_manufacture_date
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	992037	29991
Distinct (%)	99.2%	> 99.9%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	19	19
Median length	19	19
Mean length	19	19
Min length	19	19

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	19000000	570000
Distinct characters	13	13
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	984126	29982 ?
Unique (%)	98.4%	99.9%

Sample

	Full Dataset	Systematic Sample
1st row	2019-08-04 01:47:01	2019-08-04 01:47:01
2nd row	2019-10-23 19:59:17	2019-09-19 10:14:11
3rd row	2018-05-12 08:00:29	2019-02-04 10:47:41
4th row	2019-11-15 16:17:29	2019-01-04 09:40:43
5th row	2019-08-27 02:58:19	2019-05-27 11:21:51

Value	Count	Frequency (%)
2018-04-10	1514	0.1%
2019-03-19	1490	0.1%
2018-02-26	1471	0.1%
2018-06-18	1467	0.1%
2018-09-24	1462	0.1%
2019-01-25	1457	0.1%
2019-01-30	1456	0.1%
2018-04-28	1454	0.1%
2019-07-04	1453	0.1%
2019-01-09	1453	0.1%
Other values (87119)	1985323	99.3%

Value	Count	Frequency (%)
2019-10-10	66	0.1%
2018-05-25	60	0.1%
2018-03-20	57	0.1%
2018-02-25	57	0.1%
2018-08-27	57	0.1%
2018-01-23	56	0.1%
2018-01-06	55	0.1%
2019-11-21	55	0.1%
2018-06-16	55	0.1%
2019-05-12	55	0.1%
Other values (26164)	59427	99.0%

Most occurring characters

Value	Count	Frequency (%)
0	3297851	17.4%
1	2942646	15.5%
2	2411227	12.7%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
8	967248	5.1%
9	961589	5.1%
3	891404	4.7%
5	799916	4.2%
Other values (3)	1728119	9.1%

Value	Count	Frequency (%)
0	98980	17.4%
1	88196	15.5%
2	72387	12.7%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
9	28977	5.1%
8	28940	5.1%
3	26720	4.7%
5	24008	4.2%
Other values (3)	51792	9.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	3297851	17.4%
1	2942646	15.5%
2	2411227	12.7%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
8	967248	5.1%
9	961589	5.1%
3	891404	4.7%
5	799916	4.2%
Other values (3)	1728119	9.1%

Value	Count	Frequency (%)
0	98980	17.4%
1	88196	15.5%
2	72387	12.7%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
9	28977	5.1%
8	28940	5.1%
3	26720	4.7%
5	24008	4.2%
Other values (3)	51792	9.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	3297851	17.4%
1	2942646	15.5%
2	2411227	12.7%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
8	967248	5.1%
9	961589	5.1%
3	891404	4.7%
5	799916	4.2%
Other values (3)	1728119	9.1%

Value	Count	Frequency (%)
0	98980	17.4%
1	88196	15.5%
2	72387	12.7%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
9	28977	5.1%
8	28940	5.1%
3	26720	4.7%
5	24008	4.2%
Other values (3)	51792	9.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	3297851	17.4%
1	2942646	15.5%
2	2411227	12.7%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
8	967248	5.1%
9	961589	5.1%
3	891404	4.7%
5	799916	4.2%
Other values (3)	1728119	9.1%

Value	Count	Frequency (%)
0	98980	17.4%
1	88196	15.5%
2	72387	12.7%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
9	28977	5.1%
8	28940	5.1%
3	26720	4.7%
5	24008	4.2%
Other values (3)	51792	9.1%

product_expiry_date
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	992042	29994
Distinct (%)	99.2%	> 99.9%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	19	19
Median length	19	19
Mean length	19	19
Min length	19	19

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	19000000	570000
Distinct characters	13	13
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	984121	29988 ?
Unique (%)	98.4%	> 99.9%

Sample

	Full Dataset	Systematic Sample
1st row	2022-05-28 14:54:02	2022-05-28 14:54:02
2nd row	2022-12-19 08:04:41	2022-12-02 10:27:26
3rd row	2023-02-01 12:15:07	2022-11-25 00:36:25
4th row	2023-02-05 11:46:57	2023-04-21 18:13:36
5th row	2023-10-05 08:13:07	2023-03-09 01:20:13

Value	Count	Frequency (%)
2022-12-22	1476	0.1%
2022-06-08	1475	0.1%
2022-01-28	1473	0.1%
2023-03-13	1472	0.1%
2022-10-06	1468	0.1%
2022-06-27	1468	0.1%
2023-07-08	1457	0.1%
2023-07-23	1457	0.1%
2023-01-11	1452	0.1%
2022-04-17	1450	0.1%
Other values (87119)	1985352	99.3%

Value	Count	Frequency (%)
2022-09-23	63	0.1%
2023-09-19	60	0.1%
2022-07-26	59	0.1%
2022-02-19	59	0.1%
2022-11-29	57	0.1%
2023-10-05	56	0.1%
2023-12-10	56	0.1%
2022-12-18	56	0.1%
2022-08-25	55	0.1%
2022-07-19	55	0.1%
Other values (26049)	59424	99.0%

Most occurring characters

Value	Count	Frequency (%)
2	3911569	20.6%
0	3298912	17.4%
-	2000000	10.5%
:	2000000	10.5%
1	1939371	10.2%
3	1392537	7.3%
	1000000	5.3%
5	800253	4.2%
4	798405	4.2%
8	467536	2.5%
Other values (3)	1391417	7.3%

Value	Count	Frequency (%)
2	117442	20.6%
0	99034	17.4%
-	60000	10.5%
:	60000	10.5%
1	58229	10.2%
3	41580	7.3%
	30000	5.3%
5	24249	4.3%
4	23712	4.2%
7	14077	2.5%
Other values (3)	41677	7.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	3911569	20.6%
0	3298912	17.4%
-	2000000	10.5%
:	2000000	10.5%
1	1939371	10.2%
3	1392537	7.3%
	1000000	5.3%
5	800253	4.2%
4	798405	4.2%
8	467536	2.5%
Other values (3)	1391417	7.3%

Value	Count	Frequency (%)
2	117442	20.6%
0	99034	17.4%
-	60000	10.5%
:	60000	10.5%
1	58229	10.2%
3	41580	7.3%
	30000	5.3%
5	24249	4.3%
4	23712	4.2%
7	14077	2.5%
Other values (3)	41677	7.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	3911569	20.6%
0	3298912	17.4%
-	2000000	10.5%
:	2000000	10.5%
1	1939371	10.2%
3	1392537	7.3%
	1000000	5.3%
5	800253	4.2%
4	798405	4.2%
8	467536	2.5%
Other values (3)	1391417	7.3%

Value	Count	Frequency (%)
2	117442	20.6%
0	99034	17.4%
-	60000	10.5%
:	60000	10.5%
1	58229	10.2%
3	41580	7.3%
	30000	5.3%
5	24249	4.3%
4	23712	4.2%
7	14077	2.5%
Other values (3)	41677	7.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	3911569	20.6%
0	3298912	17.4%
-	2000000	10.5%
:	2000000	10.5%
1	1939371	10.2%
3	1392537	7.3%
	1000000	5.3%
5	800253	4.2%
4	798405	4.2%
8	467536	2.5%
Other values (3)	1391417	7.3%

Value	Count	Frequency (%)
2	117442	20.6%
0	99034	17.4%
-	60000	10.5%
:	60000	10.5%
1	58229	10.2%
3	41580	7.3%
	30000	5.3%
5	24249	4.3%
4	23712	4.2%
7	14077	2.5%
Other values (3)	41677	7.3%

product_shelf_life
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	365	365
Distinct (%)	< 0.1%	1.2%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	181.876207	181.6946667

	Full Dataset	Systematic Sample
Minimum	0	0
Maximum	364	364
Zeros	2713	63
Zeros (%)	0.3%	0.2%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	0	0
5-th percentile	18	18
Q1	91	92
median	182	181
Q3	273	272
95-th percentile	346	346
Maximum	364	364
Range	364	364
Interquartile range (IQR)	182	180

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	105.2288552	104.9073453
Coefficient of variation (CV)	0.5785740585	0.5773826342
Kurtosis	-1.198082782	-1.187975675
Mean	181.876207	181.6946667
Median Absolute Deviation (MAD)	91	90
Skewness	0.0006229204449	0.002701780176
Sum	181876207	5450840
Variance	11073.11197	11005.55109
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
87	2893	0.3%
272	2874	0.3%
70	2870	0.3%
250	2870	0.3%
210	2862	0.3%
224	2859	0.3%
238	2857	0.3%
33	2848	0.3%
297	2847	0.3%
171	2845	0.3%
Other values (355)	971375	97.1%

Value	Count	Frequency (%)
125	111	0.4%
5	110	0.4%
248	109	0.4%
273	107	0.4%
322	107	0.4%
285	106	0.4%
82	102	0.3%
93	102	0.3%
306	101	0.3%
291	101	0.3%
Other values (355)	28944	96.5%

Value	Count	Frequency (%)
0	2713	0.3%
1	2788	0.3%
2	2776	0.3%
3	2725	0.3%
4	2788	0.3%

Value	Count	Frequency (%)
0	63	0.2%
1	76	0.3%
2	77	0.3%
3	94	0.3%
4	78	0.3%

Value	Count	Frequency (%)
0	63	< 0.1%
1	76	< 0.1%
2	77	< 0.1%
3	94	< 0.1%
4	78	< 0.1%

Value	Count	Frequency (%)
0	2713	9.0%
1	2788	9.3%
2	2776	9.3%
3	2725	9.1%
4	2788	9.3%

promotion_id
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	999	999
Distinct (%)	0.1%	3.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	499.920037	498.2946667

	Full Dataset	Systematic Sample
Minimum	1	1
Maximum	999	999
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	1	1
5-th percentile	50	51.95
Q1	250	249
median	500	499
Q3	750	746
95-th percentile	949	949
Maximum	999	999
Range	998	998
Interquartile range (IQR)	500	497

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	288.4530565	288.2730145
Coefficient of variation (CV)	0.57699839	0.578519165
Kurtosis	-1.200677574	-1.203212649
Mean	499.920037	498.2946667
Median Absolute Deviation (MAD)	250	248
Skewness	-0.0008935044332	0.008814299235
Sum	499920037	14948840
Variance	83205.16579	83101.33088
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
52	1092	0.1%
94	1082	0.1%
374	1079	0.1%
117	1077	0.1%
29	1075	0.1%
603	1075	0.1%
512	1073	0.1%
949	1073	0.1%
885	1073	0.1%
51	1070	0.1%
Other values (989)	989231	98.9%

Value	Count	Frequency (%)
462	49	0.2%
396	48	0.2%
793	48	0.2%
666	47	0.2%
311	46	0.2%
306	46	0.2%
740	45	0.1%
670	45	0.1%
361	45	0.1%
282	44	0.1%
Other values (989)	29537	98.5%

Value	Count	Frequency (%)
1	1033	0.1%
2	995	0.1%
3	1036	0.1%
4	1024	0.1%
5	992	0.1%

Value	Count	Frequency (%)
1	40	0.1%
2	31	0.1%
3	30	0.1%
4	42	0.1%
5	37	0.1%

Value	Count	Frequency (%)
1	40	< 0.1%
2	31	< 0.1%
3	30	< 0.1%
4	42	< 0.1%
5	37	< 0.1%

Value	Count	Frequency (%)
1	1033	3.4%
2	995	3.3%
3	1036	3.5%
4	1024	3.4%
5	992	3.3%

promotion_type
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	20	20
Median length	10	10
Mean length	12.334064	12.36263333
Min length	7	7

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	12334064	370879
Distinct characters	20	20
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Systematic Sample
1st row	20% Off	20% Off
2nd row	Flash Sale	Flash Sale
3rd row	Flash Sale	Flash Sale
4th row	Buy One Get One Free	Buy One Get One Free
5th row	Flash Sale	Flash Sale

Value	Count	Frequency (%)
one	667040	22.2%
20	333712	11.1%
off	333712	11.1%
buy	333520	11.1%
get	333520	11.1%
free	333520	11.1%
flash	332768	11.1%
sale	332768	11.1%

Value	Count	Frequency (%)
one	20174	22.4%
buy	10087	11.2%
get	10087	11.2%
free	10087	11.2%
20	9997	11.1%
off	9997	11.1%
flash	9916	11.0%
sale	9916	11.0%

Most occurring characters

Value	Count	Frequency (%)
	2000560	16.2%
e	2000368	16.2%
O	1000752	8.1%
f	667424	5.4%
n	667040	5.4%
F	666288	5.4%
a	665536	5.4%
l	665536	5.4%
%	333712	2.7%
0	333712	2.7%
Other values (10)	3333136	27.0%

Value	Count	Frequency (%)
e	60351	16.3%
	60261	16.2%
O	30171	8.1%
n	20174	5.4%
F	20003	5.4%
f	19994	5.4%
a	19832	5.3%
l	19832	5.3%
y	10087	2.7%
u	10087	2.7%
Other values (10)	100087	27.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	12334064	100.0%

Value	Count	Frequency (%)
(unknown)	370879	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	2000560	16.2%
e	2000368	16.2%
O	1000752	8.1%
f	667424	5.4%
n	667040	5.4%
F	666288	5.4%
a	665536	5.4%
l	665536	5.4%
%	333712	2.7%
0	333712	2.7%
Other values (10)	3333136	27.0%

Value	Count	Frequency (%)
e	60351	16.3%
	60261	16.2%
O	30171	8.1%
n	20174	5.4%
F	20003	5.4%
f	19994	5.4%
a	19832	5.3%
l	19832	5.3%
y	10087	2.7%
u	10087	2.7%
Other values (10)	100087	27.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	12334064	100.0%

Value	Count	Frequency (%)
(unknown)	370879	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	2000560	16.2%
e	2000368	16.2%
O	1000752	8.1%
f	667424	5.4%
n	667040	5.4%
F	666288	5.4%
a	665536	5.4%
l	665536	5.4%
%	333712	2.7%
0	333712	2.7%
Other values (10)	3333136	27.0%

Value	Count	Frequency (%)
e	60351	16.3%
	60261	16.2%
O	30171	8.1%
n	20174	5.4%
F	20003	5.4%
f	19994	5.4%
a	19832	5.3%
l	19832	5.3%
y	10087	2.7%
u	10087	2.7%
Other values (10)	100087	27.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	12334064	100.0%

Value	Count	Frequency (%)
(unknown)	370879	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	2000560	16.2%
e	2000368	16.2%
O	1000752	8.1%
f	667424	5.4%
n	667040	5.4%
F	666288	5.4%
a	665536	5.4%
l	665536	5.4%
%	333712	2.7%
0	333712	2.7%
Other values (10)	3333136	27.0%

Value	Count	Frequency (%)
e	60351	16.3%
	60261	16.2%
O	30171	8.1%
n	20174	5.4%
F	20003	5.4%
f	19994	5.4%
a	19832	5.3%
l	19832	5.3%
y	10087	2.7%
u	10087	2.7%
Other values (10)	100087	27.0%

promotion_start_date
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	984258	29984
Distinct (%)	98.4%	99.9%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	19	19
Median length	19	19
Mean length	19	19
Min length	19	19

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	19000000	570000
Distinct characters	13	13
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	968681	29968 ?
Unique (%)	96.9%	99.9%

Sample

	Full Dataset	Systematic Sample
1st row	2021-07-14 14:28:42	2021-07-14 14:28:42
2nd row	2021-09-23 04:26:09	2021-06-04 11:16:45
3rd row	2021-06-13 12:31:15	2021-12-31 18:17:24
4th row	2021-05-23 05:42:48	2021-02-14 04:10:44
5th row	2021-04-19 04:55:32	2021-09-23 11:20:57

Value	Count	Frequency (%)
2021-03-05	2885	0.1%
2021-02-07	2874	0.1%
2021-06-23	2871	0.1%
2021-05-15	2867	0.1%
2021-08-27	2863	0.1%
2021-11-04	2862	0.1%
2021-03-25	2858	0.1%
2021-09-06	2854	0.1%
2021-12-21	2851	0.1%
2021-08-06	2850	0.1%
Other values (86754)	1971365	98.6%

Value	Count	Frequency (%)
2021-09-08	116	0.2%
2021-06-29	108	0.2%
2021-09-21	108	0.2%
2021-07-28	106	0.2%
2021-04-21	106	0.2%
2021-09-20	105	0.2%
2021-03-04	103	0.2%
2021-09-23	102	0.2%
2021-03-14	101	0.2%
2021-11-14	101	0.2%
Other values (25798)	58944	98.2%

Most occurring characters

Value	Count	Frequency (%)
2	3411867	18.0%
0	3300257	17.4%
1	2938965	15.5%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
3	890896	4.7%
5	800172	4.2%
4	796605	4.2%
7	468643	2.5%
Other values (3)	1392595	7.3%

Value	Count	Frequency (%)
2	102036	17.9%
0	99116	17.4%
1	88203	15.5%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
3	26783	4.7%
4	24136	4.2%
5	23982	4.2%
8	13996	2.5%
Other values (3)	41748	7.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	3411867	18.0%
0	3300257	17.4%
1	2938965	15.5%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
3	890896	4.7%
5	800172	4.2%
4	796605	4.2%
7	468643	2.5%
Other values (3)	1392595	7.3%

Value	Count	Frequency (%)
2	102036	17.9%
0	99116	17.4%
1	88203	15.5%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
3	26783	4.7%
4	24136	4.2%
5	23982	4.2%
8	13996	2.5%
Other values (3)	41748	7.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	3411867	18.0%
0	3300257	17.4%
1	2938965	15.5%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
3	890896	4.7%
5	800172	4.2%
4	796605	4.2%
7	468643	2.5%
Other values (3)	1392595	7.3%

Value	Count	Frequency (%)
2	102036	17.9%
0	99116	17.4%
1	88203	15.5%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
3	26783	4.7%
4	24136	4.2%
5	23982	4.2%
8	13996	2.5%
Other values (3)	41748	7.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	3411867	18.0%
0	3300257	17.4%
1	2938965	15.5%
-	2000000	10.5%
:	2000000	10.5%
	1000000	5.3%
3	890896	4.7%
5	800172	4.2%
4	796605	4.2%
7	468643	2.5%
Other values (3)	1392595	7.3%

Value	Count	Frequency (%)
2	102036	17.9%
0	99116	17.4%
1	88203	15.5%
-	60000	10.5%
:	60000	10.5%
	30000	5.3%
3	26783	4.7%
4	24136	4.2%
5	23982	4.2%
8	13996	2.5%
Other values (3)	41748	7.3%

promotion_end_date
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	984252	29987
Distinct (%)	98.4%	> 99.9%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	19	19
Median length	19	19
Mean length	19	19
Min length	19	19

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	19000000	570000
Distinct characters	13	13
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	968676	29974 ?
Unique (%)	96.9%	99.9%

Sample

	Full Dataset	Systematic Sample
1st row	2022-12-30 13:04:13	2022-12-30 13:04:13
2nd row	2022-09-13 03:16:26	2022-10-18 02:50:42
3rd row	2022-03-13 00:53:35	2022-06-01 09:36:45
4th row	2022-02-06 00:42:30	2022-10-04 11:53:46
5th row	2022-12-04 13:07:09	2022-11-26 17:32:39

Value	Count	Frequency (%)
2022-08-06	2905	0.1%
2022-03-08	2896	0.1%
2022-09-28	2874	0.1%
2022-02-22	2873	0.1%
2022-09-16	2872	0.1%
2022-06-10	2865	0.1%
2022-07-13	2858	0.1%
2022-12-15	2854	0.1%
2022-12-31	2847	0.1%
2022-08-25	2842	0.1%
Other values (86755)	1971314	98.6%

Value	Count	Frequency (%)
2022-06-16	112	0.2%
2022-08-30	106	0.2%
2022-02-19	105	0.2%
2022-11-28	104	0.2%
2022-08-26	103	0.2%
2022-01-30	102	0.2%
2022-04-08	102	0.2%
2022-06-04	102	0.2%
2022-12-01	101	0.2%
2022-01-15	101	0.2%
Other values (25716)	58962	98.3%

Most occurring characters

Value	Count	Frequency (%)
2	4411397	23.2%
0	3299242	17.4%
-	2000000	10.5%
:	2000000	10.5%
1	1940750	10.2%
	1000000	5.3%
3	890892	4.7%
5	800852	4.2%
4	797493	4.2%
8	467852	2.5%
Other values (3)	1391522	7.3%

Value	Count	Frequency (%)
2	132318	23.2%
0	98859	17.3%
-	60000	10.5%
:	60000	10.5%
1	58509	10.3%
	30000	5.3%
3	26731	4.7%
5	24132	4.2%
4	23830	4.2%
8	14042	2.5%
Other values (3)	41579	7.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	4411397	23.2%
0	3299242	17.4%
-	2000000	10.5%
:	2000000	10.5%
1	1940750	10.2%
	1000000	5.3%
3	890892	4.7%
5	800852	4.2%
4	797493	4.2%
8	467852	2.5%
Other values (3)	1391522	7.3%

Value	Count	Frequency (%)
2	132318	23.2%
0	98859	17.3%
-	60000	10.5%
:	60000	10.5%
1	58509	10.3%
	30000	5.3%
3	26731	4.7%
5	24132	4.2%
4	23830	4.2%
8	14042	2.5%
Other values (3)	41579	7.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	4411397	23.2%
0	3299242	17.4%
-	2000000	10.5%
:	2000000	10.5%
1	1940750	10.2%
	1000000	5.3%
3	890892	4.7%
5	800852	4.2%
4	797493	4.2%
8	467852	2.5%
Other values (3)	1391522	7.3%

Value	Count	Frequency (%)
2	132318	23.2%
0	98859	17.3%
-	60000	10.5%
:	60000	10.5%
1	58509	10.3%
	30000	5.3%
3	26731	4.7%
5	24132	4.2%
4	23830	4.2%
8	14042	2.5%
Other values (3)	41579	7.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	19000000	100.0%

Value	Count	Frequency (%)
(unknown)	570000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	4411397	23.2%
0	3299242	17.4%
-	2000000	10.5%
:	2000000	10.5%
1	1940750	10.2%
	1000000	5.3%
3	890892	4.7%
5	800852	4.2%
4	797493	4.2%
8	467852	2.5%
Other values (3)	1391522	7.3%

Value	Count	Frequency (%)
2	132318	23.2%
0	98859	17.3%
-	60000	10.5%
:	60000	10.5%
1	58509	10.3%
	30000	5.3%
3	26731	4.7%
5	24132	4.2%
4	23830	4.2%
8	14042	2.5%
Other values (3)	41579	7.3%

promotion_effectiveness
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	6	6
Median length	4	4
Mean length	4.333407	4.339933333
Min length	3	3

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	4333407	130198
Distinct characters	12	12
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Systematic Sample
1st row	High	High
2nd row	Low	Medium
3rd row	Low	High
4th row	High	High
5th row	Medium	High

Value	Count	Frequency (%)
high	333660	33.4%
medium	333249	33.3%
low	333091	33.3%

Value	Count	Frequency (%)
medium	10112	33.7%
low	10026	33.4%
high	9862	32.9%

Most occurring characters

Value	Count	Frequency (%)
i	666909	15.4%
H	333660	7.7%
g	333660	7.7%
h	333660	7.7%
M	333249	7.7%
e	333249	7.7%
d	333249	7.7%
u	333249	7.7%
m	333249	7.7%
L	333091	7.7%
Other values (2)	666182	15.4%

Value	Count	Frequency (%)
i	19974	15.3%
M	10112	7.8%
e	10112	7.8%
d	10112	7.8%
u	10112	7.8%
m	10112	7.8%
L	10026	7.7%
o	10026	7.7%
w	10026	7.7%
H	9862	7.6%
Other values (2)	19724	15.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4333407	100.0%

Value	Count	Frequency (%)
(unknown)	130198	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	666909	15.4%
H	333660	7.7%
g	333660	7.7%
h	333660	7.7%
M	333249	7.7%
e	333249	7.7%
d	333249	7.7%
u	333249	7.7%
m	333249	7.7%
L	333091	7.7%
Other values (2)	666182	15.4%

Value	Count	Frequency (%)
i	19974	15.3%
M	10112	7.8%
e	10112	7.8%
d	10112	7.8%
u	10112	7.8%
m	10112	7.8%
L	10026	7.7%
o	10026	7.7%
w	10026	7.7%
H	9862	7.6%
Other values (2)	19724	15.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4333407	100.0%

Value	Count	Frequency (%)
(unknown)	130198	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	666909	15.4%
H	333660	7.7%
g	333660	7.7%
h	333660	7.7%
M	333249	7.7%
e	333249	7.7%
d	333249	7.7%
u	333249	7.7%
m	333249	7.7%
L	333091	7.7%
Other values (2)	666182	15.4%

Value	Count	Frequency (%)
i	19974	15.3%
M	10112	7.8%
e	10112	7.8%
d	10112	7.8%
u	10112	7.8%
m	10112	7.8%
L	10026	7.7%
o	10026	7.7%
w	10026	7.7%
H	9862	7.6%
Other values (2)	19724	15.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4333407	100.0%

Value	Count	Frequency (%)
(unknown)	130198	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	666909	15.4%
H	333660	7.7%
g	333660	7.7%
h	333660	7.7%
M	333249	7.7%
e	333249	7.7%
d	333249	7.7%
u	333249	7.7%
m	333249	7.7%
L	333091	7.7%
Other values (2)	666182	15.4%

Value	Count	Frequency (%)
i	19974	15.3%
M	10112	7.8%
e	10112	7.8%
d	10112	7.8%
u	10112	7.8%
m	10112	7.8%
L	10026	7.7%
o	10026	7.7%
w	10026	7.7%
H	9862	7.6%
Other values (2)	19724	15.1%

promotion_channel
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	12	12
Median length	8	8
Mean length	8.665428	8.6592
Min length	6	6

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	8665428	259776
Distinct characters	17	17
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Systematic Sample
1st row	Online	Online
2nd row	Social Media	In-store
3rd row	Online	In-store
4th row	Social Media	Social Media
5th row	Online	Social Media

Value	Count	Frequency (%)
online	333694	25.0%
social	333204	25.0%
media	333204	25.0%
in-store	333102	25.0%

Value	Count	Frequency (%)
online	10026	25.1%
in-store	10017	25.1%
social	9957	24.9%
media	9957	24.9%

Most occurring characters

Value	Count	Frequency (%)
n	1000490	11.5%
i	1000102	11.5%
e	1000000	11.5%
l	666898	7.7%
a	666408	7.7%
o	666306	7.7%
O	333694	3.9%
S	333204	3.8%
c	333204	3.8%
	333204	3.8%
Other values (7)	2331918	26.9%

Value	Count	Frequency (%)
n	30069	11.6%
e	30000	11.5%
i	29940	11.5%
l	19983	7.7%
o	19974	7.7%
a	19914	7.7%
O	10026	3.9%
I	10017	3.9%
-	10017	3.9%
t	10017	3.9%
Other values (7)	69819	26.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8665428	100.0%

Value	Count	Frequency (%)
(unknown)	259776	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
n	1000490	11.5%
i	1000102	11.5%
e	1000000	11.5%
l	666898	7.7%
a	666408	7.7%
o	666306	7.7%
O	333694	3.9%
S	333204	3.8%
c	333204	3.8%
	333204	3.8%
Other values (7)	2331918	26.9%

Value	Count	Frequency (%)
n	30069	11.6%
e	30000	11.5%
i	29940	11.5%
l	19983	7.7%
o	19974	7.7%
a	19914	7.7%
O	10026	3.9%
I	10017	3.9%
-	10017	3.9%
t	10017	3.9%
Other values (7)	69819	26.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8665428	100.0%

Value	Count	Frequency (%)
(unknown)	259776	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
n	1000490	11.5%
i	1000102	11.5%
e	1000000	11.5%
l	666898	7.7%
a	666408	7.7%
o	666306	7.7%
O	333694	3.9%
S	333204	3.8%
c	333204	3.8%
	333204	3.8%
Other values (7)	2331918	26.9%

Value	Count	Frequency (%)
n	30069	11.6%
e	30000	11.5%
i	29940	11.5%
l	19983	7.7%
o	19974	7.7%
a	19914	7.7%
O	10026	3.9%
I	10017	3.9%
-	10017	3.9%
t	10017	3.9%
Other values (7)	69819	26.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8665428	100.0%

Value	Count	Frequency (%)
(unknown)	259776	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
n	1000490	11.5%
i	1000102	11.5%
e	1000000	11.5%
l	666898	7.7%
a	666408	7.7%
o	666306	7.7%
O	333694	3.9%
S	333204	3.8%
c	333204	3.8%
	333204	3.8%
Other values (7)	2331918	26.9%

Value	Count	Frequency (%)
n	30069	11.6%
e	30000	11.5%
i	29940	11.5%
l	19983	7.7%
o	19974	7.7%
a	19914	7.7%
O	10026	3.9%
I	10017	3.9%
-	10017	3.9%
t	10017	3.9%
Other values (7)	69819	26.9%

promotion_target_audience
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	19	19
Median length	13	19
Mean length	15.999292	16.0132
Min length	13	13

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	15999292	480396
Distinct characters	15	15
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Systematic Sample
1st row	New Customers	New Customers
2nd row	New Customers	Returning Customers
3rd row	New Customers	Returning Customers
4th row	Returning Customers	Returning Customers
5th row	New Customers	New Customers

Value	Count	Frequency (%)
customers	1000000	50.0%
new	500118	25.0%
returning	499882	25.0%

Value	Count	Frequency (%)
customers	30000	50.0%
returning	15066	25.1%
new	14934	24.9%

Most occurring characters

Value	Count	Frequency (%)
e	2000000	12.5%
s	2000000	12.5%
u	1499882	9.4%
r	1499882	9.4%
t	1499882	9.4%
C	1000000	6.3%
	1000000	6.3%
o	1000000	6.3%
m	1000000	6.3%
n	999764	6.2%
Other values (5)	2499882	15.6%

Value	Count	Frequency (%)
e	60000	12.5%
s	60000	12.5%
t	45066	9.4%
r	45066	9.4%
u	45066	9.4%
n	30132	6.3%
	30000	6.2%
m	30000	6.2%
o	30000	6.2%
C	30000	6.2%
Other values (5)	75066	15.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	15999292	100.0%

Value	Count	Frequency (%)
(unknown)	480396	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	2000000	12.5%
s	2000000	12.5%
u	1499882	9.4%
r	1499882	9.4%
t	1499882	9.4%
C	1000000	6.3%
	1000000	6.3%
o	1000000	6.3%
m	1000000	6.3%
n	999764	6.2%
Other values (5)	2499882	15.6%

Value	Count	Frequency (%)
e	60000	12.5%
s	60000	12.5%
t	45066	9.4%
r	45066	9.4%
u	45066	9.4%
n	30132	6.3%
	30000	6.2%
m	30000	6.2%
o	30000	6.2%
C	30000	6.2%
Other values (5)	75066	15.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	15999292	100.0%

Value	Count	Frequency (%)
(unknown)	480396	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	2000000	12.5%
s	2000000	12.5%
u	1499882	9.4%
r	1499882	9.4%
t	1499882	9.4%
C	1000000	6.3%
	1000000	6.3%
o	1000000	6.3%
m	1000000	6.3%
n	999764	6.2%
Other values (5)	2499882	15.6%

Value	Count	Frequency (%)
e	60000	12.5%
s	60000	12.5%
t	45066	9.4%
r	45066	9.4%
u	45066	9.4%
n	30132	6.3%
	30000	6.2%
m	30000	6.2%
o	30000	6.2%
C	30000	6.2%
Other values (5)	75066	15.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	15999292	100.0%

Value	Count	Frequency (%)
(unknown)	480396	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	2000000	12.5%
s	2000000	12.5%
u	1499882	9.4%
r	1499882	9.4%
t	1499882	9.4%
C	1000000	6.3%
	1000000	6.3%
o	1000000	6.3%
m	1000000	6.3%
n	999764	6.2%
Other values (5)	2499882	15.6%

Value	Count	Frequency (%)
e	60000	12.5%
s	60000	12.5%
t	45066	9.4%
r	45066	9.4%
u	45066	9.4%
n	30132	6.3%
	30000	6.2%
m	30000	6.2%
o	30000	6.2%
C	30000	6.2%
Other values (5)	75066	15.6%

customer_zip_code
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	89999	25475
Distinct (%)	9.0%	84.9%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	54993.64477	55064.10053

	Full Dataset	Systematic Sample
Minimum	10000	10010
Maximum	99998	99997
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	10000	10010
5-th percentile	14491	14558.8
Q1	32477.75	32675.25
median	54966	54964.5
Q3	77493	77524
95-th percentile	95497	95528.25
Maximum	99998	99997
Range	89998	89987
Interquartile range (IQR)	45015.25	44848.75

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	25975.8078	25916.44864
Coefficient of variation (CV)	0.4723419934	0.4706596201
Kurtosis	-1.199859176	-1.188946149
Mean	54993.64477	55064.10053
Median Absolute Deviation (MAD)	22509	22420.5
Skewness	0.00079246458	0.00166168672
Sum	5.499364477 × 10¹⁰	1651923016
Variance	674742590.8	671662310.2
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
41138	27	< 0.1%
28225	27	< 0.1%
19719	27	< 0.1%
25427	27	< 0.1%
95120	26	< 0.1%
38515	26	< 0.1%
54735	26	< 0.1%
21109	26	< 0.1%
17611	25	< 0.1%
82394	25	< 0.1%
Other values (89989)	999738	> 99.9%

Value	Count	Frequency (%)
85608	5	< 0.1%
31400	4	< 0.1%
91851	4	< 0.1%
46968	4	< 0.1%
69565	4	< 0.1%
92038	4	< 0.1%
35166	4	< 0.1%
29928	4	< 0.1%
53168	4	< 0.1%
13987	4	< 0.1%
Other values (25465)	29959	99.9%

Value	Count	Frequency (%)
10000	12	< 0.1%
10001	14	< 0.1%
10002	6	< 0.1%
10003	12	< 0.1%
10004	5	< 0.1%

Value	Count	Frequency (%)
10010	1	< 0.1%
10016	1	< 0.1%
10017	2	< 0.1%
10018	1	< 0.1%
10020	1	< 0.1%

Value	Count	Frequency (%)
10010	1	< 0.1%
10016	1	< 0.1%
10017	2	< 0.1%
10018	1	< 0.1%
10020	1	< 0.1%

Value	Count	Frequency (%)
10000	12	< 0.1%
10001	14	< 0.1%
10002	6	< 0.1%
10003	12	< 0.1%
10004	5	< 0.1%

customer_city
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	4	4
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	6	6
Median length	6	6
Mean length	6	6
Min length	6	6

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	6000000	180000
Distinct characters	8	8
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Systematic Sample
1st row	City D	City D
2nd row	City A	City D
3rd row	City B	City C
4th row	City A	City A
5th row	City B	City A

Value	Count	Frequency (%)
city	1000000	50.0%
b	250788	12.5%
c	249955	12.5%
a	249698	12.5%
d	249559	12.5%

Value	Count	Frequency (%)
city	30000	50.0%
d	7560	12.6%
b	7532	12.6%
c	7460	12.4%
a	7448	12.4%

Most occurring characters

Value	Count	Frequency (%)
C	1249955	20.8%
i	1000000	16.7%
t	1000000	16.7%
y	1000000	16.7%
	1000000	16.7%
B	250788	4.2%
A	249698	4.2%
D	249559	4.2%

Value	Count	Frequency (%)
C	37460	20.8%
i	30000	16.7%
t	30000	16.7%
y	30000	16.7%
	30000	16.7%
D	7560	4.2%
B	7532	4.2%
A	7448	4.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6000000	100.0%

Value	Count	Frequency (%)
(unknown)	180000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
C	1249955	20.8%
i	1000000	16.7%
t	1000000	16.7%
y	1000000	16.7%
	1000000	16.7%
B	250788	4.2%
A	249698	4.2%
D	249559	4.2%

Value	Count	Frequency (%)
C	37460	20.8%
i	30000	16.7%
t	30000	16.7%
y	30000	16.7%
	30000	16.7%
D	7560	4.2%
B	7532	4.2%
A	7448	4.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6000000	100.0%

Value	Count	Frequency (%)
(unknown)	180000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
C	1249955	20.8%
i	1000000	16.7%
t	1000000	16.7%
y	1000000	16.7%
	1000000	16.7%
B	250788	4.2%
A	249698	4.2%
D	249559	4.2%

Value	Count	Frequency (%)
C	37460	20.8%
i	30000	16.7%
t	30000	16.7%
y	30000	16.7%
	30000	16.7%
D	7560	4.2%
B	7532	4.2%
A	7448	4.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6000000	100.0%

Value	Count	Frequency (%)
(unknown)	180000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
C	1249955	20.8%
i	1000000	16.7%
t	1000000	16.7%
y	1000000	16.7%
	1000000	16.7%
B	250788	4.2%
A	249698	4.2%
D	249559	4.2%

Value	Count	Frequency (%)
C	37460	20.8%
i	30000	16.7%
t	30000	16.7%
y	30000	16.7%
	30000	16.7%
D	7560	4.2%
B	7532	4.2%
A	7448	4.1%

customer_state
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	7	7
Median length	7	7
Mean length	7	7
Min length	7	7

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	7000000	210000
Distinct characters	8	8
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Systematic Sample
1st row	State Y	State Y
2nd row	State X	State X
3rd row	State X	State X
4th row	State Y	State X
5th row	State Z	State X

Value	Count	Frequency (%)
state	1000000	50.0%
z	333674	16.7%
x	333196	16.7%
y	333130	16.7%

Value	Count	Frequency (%)
state	30000	50.0%
z	10166	16.9%
x	9984	16.6%
y	9850	16.4%

Most occurring characters

Value	Count	Frequency (%)
t	2000000	28.6%
S	1000000	14.3%
a	1000000	14.3%
e	1000000	14.3%
	1000000	14.3%
Z	333674	4.8%
X	333196	4.8%
Y	333130	4.8%

Value	Count	Frequency (%)
t	60000	28.6%
S	30000	14.3%
a	30000	14.3%
e	30000	14.3%
	30000	14.3%
Z	10166	4.8%
X	9984	4.8%
Y	9850	4.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7000000	100.0%

Value	Count	Frequency (%)
(unknown)	210000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	2000000	28.6%
S	1000000	14.3%
a	1000000	14.3%
e	1000000	14.3%
	1000000	14.3%
Z	333674	4.8%
X	333196	4.8%
Y	333130	4.8%

Value	Count	Frequency (%)
t	60000	28.6%
S	30000	14.3%
a	30000	14.3%
e	30000	14.3%
	30000	14.3%
Z	10166	4.8%
X	9984	4.8%
Y	9850	4.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7000000	100.0%

Value	Count	Frequency (%)
(unknown)	210000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	2000000	28.6%
S	1000000	14.3%
a	1000000	14.3%
e	1000000	14.3%
	1000000	14.3%
Z	333674	4.8%
X	333196	4.8%
Y	333130	4.8%

Value	Count	Frequency (%)
t	60000	28.6%
S	30000	14.3%
a	30000	14.3%
e	30000	14.3%
	30000	14.3%
Z	10166	4.8%
X	9984	4.8%
Y	9850	4.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7000000	100.0%

Value	Count	Frequency (%)
(unknown)	210000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	2000000	28.6%
S	1000000	14.3%
a	1000000	14.3%
e	1000000	14.3%
	1000000	14.3%
Z	333674	4.8%
X	333196	4.8%
Y	333130	4.8%

Value	Count	Frequency (%)
t	60000	28.6%
S	30000	14.3%
a	30000	14.3%
e	30000	14.3%
	30000	14.3%
Z	10166	4.8%
X	9984	4.8%
Y	9850	4.7%

store_zip_code
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	89999	25596
Distinct (%)	9.0%	85.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	54972.76671	55034.19067

	Full Dataset	Systematic Sample
Minimum	10000	10002
Maximum	99998	99986
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	10000	10002
5-th percentile	14488	14519.8
Q1	32473	32677
median	54961	55112
Q3	77451	77636.5
95-th percentile	95470	95479.05
Maximum	99998	99986
Range	89998	89984
Interquartile range (IQR)	44978	44959.5

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	25981.48314	25923.60613
Coefficient of variation (CV)	0.4726246229	0.4710454686
Kurtosis	-1.200166165	-1.19592475
Mean	54972.76671	55034.19067
Median Absolute Deviation (MAD)	22489.5	22474.5
Skewness	-0.0001039626203	7.98280138 × 10^-5
Sum	5.497276671 × 10¹⁰	1651025720
Variance	675037466.1	672033354.9
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20956	28	< 0.1%
29159	27	< 0.1%
59836	26	< 0.1%
54696	26	< 0.1%
92910	26	< 0.1%
43369	26	< 0.1%
26386	26	< 0.1%
90024	26	< 0.1%
27134	26	< 0.1%
20477	26	< 0.1%
Other values (89989)	999737	> 99.9%

Value	Count	Frequency (%)
68167	5	< 0.1%
60742	5	< 0.1%
38394	4	< 0.1%
55278	4	< 0.1%
36335	4	< 0.1%
13347	4	< 0.1%
90174	4	< 0.1%
38593	4	< 0.1%
88114	4	< 0.1%
57024	4	< 0.1%
Other values (25586)	29958	99.9%

Value	Count	Frequency (%)
10000	11	< 0.1%
10001	6	< 0.1%
10002	15	< 0.1%
10003	8	< 0.1%
10004	14	< 0.1%

Value	Count	Frequency (%)
10002	1	< 0.1%
10012	1	< 0.1%
10013	3	< 0.1%
10014	2	< 0.1%
10016	1	< 0.1%

Value	Count	Frequency (%)
10002	1	< 0.1%
10012	1	< 0.1%
10013	3	< 0.1%
10014	2	< 0.1%
10016	1	< 0.1%

Value	Count	Frequency (%)
10000	11	< 0.1%
10001	6	< 0.1%
10002	15	0.1%
10003	8	< 0.1%
10004	14	< 0.1%

store_city
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	4	4
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	6	6
Median length	6	6
Mean length	6	6
Min length	6	6

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	6000000	180000
Distinct characters	8	8
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Systematic Sample
1st row	City D	City D
2nd row	City C	City B
3rd row	City A	City D
4th row	City B	City C
5th row	City C	City D

Value	Count	Frequency (%)
city	1000000	50.0%
d	250315	12.5%
c	250177	12.5%
b	249965	12.5%
a	249543	12.5%

Value	Count	Frequency (%)
city	30000	50.0%
d	7593	12.7%
b	7546	12.6%
a	7462	12.4%
c	7399	12.3%

Most occurring characters

Value	Count	Frequency (%)
C	1250177	20.8%
i	1000000	16.7%
t	1000000	16.7%
y	1000000	16.7%
	1000000	16.7%
D	250315	4.2%
B	249965	4.2%
A	249543	4.2%

Value	Count	Frequency (%)
C	37399	20.8%
i	30000	16.7%
t	30000	16.7%
y	30000	16.7%
	30000	16.7%
D	7593	4.2%
B	7546	4.2%
A	7462	4.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6000000	100.0%

Value	Count	Frequency (%)
(unknown)	180000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
C	1250177	20.8%
i	1000000	16.7%
t	1000000	16.7%
y	1000000	16.7%
	1000000	16.7%
D	250315	4.2%
B	249965	4.2%
A	249543	4.2%

Value	Count	Frequency (%)
C	37399	20.8%
i	30000	16.7%
t	30000	16.7%
y	30000	16.7%
	30000	16.7%
D	7593	4.2%
B	7546	4.2%
A	7462	4.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6000000	100.0%

Value	Count	Frequency (%)
(unknown)	180000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
C	1250177	20.8%
i	1000000	16.7%
t	1000000	16.7%
y	1000000	16.7%
	1000000	16.7%
D	250315	4.2%
B	249965	4.2%
A	249543	4.2%

Value	Count	Frequency (%)
C	37399	20.8%
i	30000	16.7%
t	30000	16.7%
y	30000	16.7%
	30000	16.7%
D	7593	4.2%
B	7546	4.2%
A	7462	4.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6000000	100.0%

Value	Count	Frequency (%)
(unknown)	180000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
C	1250177	20.8%
i	1000000	16.7%
t	1000000	16.7%
y	1000000	16.7%
	1000000	16.7%
D	250315	4.2%
B	249965	4.2%
A	249543	4.2%

Value	Count	Frequency (%)
C	37399	20.8%
i	30000	16.7%
t	30000	16.7%
y	30000	16.7%
	30000	16.7%
D	7593	4.2%
B	7546	4.2%
A	7462	4.1%

store_state
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	7	7
Median length	7	7
Mean length	7	7
Min length	7	7

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	7000000	210000
Distinct characters	8	8
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Systematic Sample
1st row	State Y	State Y
2nd row	State X	State Y
3rd row	State Y	State X
4th row	State Z	State Y
5th row	State X	State Z

Value	Count	Frequency (%)
state	1000000	50.0%
x	333702	16.7%
z	333602	16.7%
y	332696	16.6%

Value	Count	Frequency (%)
state	30000	50.0%
x	10054	16.8%
y	10012	16.7%
z	9934	16.6%

Most occurring characters

Value	Count	Frequency (%)
t	2000000	28.6%
S	1000000	14.3%
a	1000000	14.3%
e	1000000	14.3%
	1000000	14.3%
X	333702	4.8%
Z	333602	4.8%
Y	332696	4.8%

Value	Count	Frequency (%)
t	60000	28.6%
S	30000	14.3%
a	30000	14.3%
e	30000	14.3%
	30000	14.3%
X	10054	4.8%
Y	10012	4.8%
Z	9934	4.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7000000	100.0%

Value	Count	Frequency (%)
(unknown)	210000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	2000000	28.6%
S	1000000	14.3%
a	1000000	14.3%
e	1000000	14.3%
	1000000	14.3%
X	333702	4.8%
Z	333602	4.8%
Y	332696	4.8%

Value	Count	Frequency (%)
t	60000	28.6%
S	30000	14.3%
a	30000	14.3%
e	30000	14.3%
	30000	14.3%
X	10054	4.8%
Y	10012	4.8%
Z	9934	4.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7000000	100.0%

Value	Count	Frequency (%)
(unknown)	210000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	2000000	28.6%
S	1000000	14.3%
a	1000000	14.3%
e	1000000	14.3%
	1000000	14.3%
X	333702	4.8%
Z	333602	4.8%
Y	332696	4.8%

Value	Count	Frequency (%)
t	60000	28.6%
S	30000	14.3%
a	30000	14.3%
e	30000	14.3%
	30000	14.3%
X	10054	4.8%
Y	10012	4.8%
Z	9934	4.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7000000	100.0%

Value	Count	Frequency (%)
(unknown)	210000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	2000000	28.6%
S	1000000	14.3%
a	1000000	14.3%
e	1000000	14.3%
	1000000	14.3%
X	333702	4.8%
Z	333602	4.8%
Y	332696	4.8%

Value	Count	Frequency (%)
t	60000	28.6%
S	30000	14.3%
a	30000	14.3%
e	30000	14.3%
	30000	14.3%
X	10054	4.8%
Y	10012	4.8%
Z	9934	4.7%

distance_to_store
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	10001	9500
Distinct (%)	1.0%	31.7%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	49.97910924	49.98382167

	Full Dataset	Systematic Sample
Minimum	0	0
Maximum	100	100
Zeros	62	3
Zeros (%)	< 0.1%	< 0.1%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	0	0
5-th percentile	5.03	5.14
Q1	24.97	24.9075
median	49.96	49.99
Q3	74.95	74.98
95-th percentile	94.98	95.0305
Maximum	100	100
Range	100	100
Interquartile range (IQR)	49.98	50.0725

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	28.86098911	28.84972589
Coefficient of variation (CV)	0.5774610543	0.5771812744
Kurtosis	-1.200199633	-1.199578709
Mean	49.97910924	49.98382167
Median Absolute Deviation (MAD)	24.99	25.025
Skewness	0.001218286468	0.004047268387
Sum	49979109.24	1499514.65
Variance	832.9566927	832.3066839
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99.05	139	< 0.1%
0.01	138	< 0.1%
9.68	138	< 0.1%
30.79	136	< 0.1%
31.27	135	< 0.1%
22.61	134	< 0.1%
40.84	134	< 0.1%
78.41	134	< 0.1%
82.37	133	< 0.1%
89.9	133	< 0.1%
Other values (9991)	998646	99.9%

Value	Count	Frequency (%)
63.94	12	< 0.1%
10.03	10	< 0.1%
21.8	10	< 0.1%
86.61	10	< 0.1%
87.5	10	< 0.1%
26.41	10	< 0.1%
61.87	10	< 0.1%
73.07	9	< 0.1%
44.38	9	< 0.1%
39.03	9	< 0.1%
Other values (9490)	29901	99.7%

Value	Count	Frequency (%)
0	62	< 0.1%
0.01	138	< 0.1%
0.02	88	< 0.1%
0.03	113	< 0.1%
0.04	86	< 0.1%

Value	Count	Frequency (%)
0	3	< 0.1%
0.01	5	< 0.1%
0.02	1	< 0.1%
0.03	2	< 0.1%
0.04	2	< 0.1%

Value	Count	Frequency (%)
0	3	< 0.1%
0.01	5	< 0.1%
0.02	1	< 0.1%
0.03	2	< 0.1%
0.04	2	< 0.1%

Value	Count	Frequency (%)
0	62	0.2%
0.01	138	0.5%
0.02	88	0.3%
0.03	113	0.4%
0.04	86	0.3%

holiday_season
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	3	3
Median length	3	3
Mean length	2.500214	2.505
Min length	2	2

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	2500214	75150
Distinct characters	5	5
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Systematic Sample
1st row	No	No
2nd row	No	No
3rd row	Yes	No
4th row	Yes	No
5th row	Yes	No

Value	Count	Frequency (%)
yes	500214	50.0%
no	499786	50.0%

Value	Count	Frequency (%)
yes	15150	50.5%
no	14850	49.5%

Most occurring characters

Value	Count	Frequency (%)
Y	500214	20.0%
e	500214	20.0%
s	500214	20.0%
N	499786	20.0%
o	499786	20.0%

Value	Count	Frequency (%)
Y	15150	20.2%
e	15150	20.2%
s	15150	20.2%
N	14850	19.8%
o	14850	19.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2500214	100.0%

Value	Count	Frequency (%)
(unknown)	75150	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
Y	500214	20.0%
e	500214	20.0%
s	500214	20.0%
N	499786	20.0%
o	499786	20.0%

Value	Count	Frequency (%)
Y	15150	20.2%
e	15150	20.2%
s	15150	20.2%
N	14850	19.8%
o	14850	19.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2500214	100.0%

Value	Count	Frequency (%)
(unknown)	75150	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
Y	500214	20.0%
e	500214	20.0%
s	500214	20.0%
N	499786	20.0%
o	499786	20.0%

Value	Count	Frequency (%)
Y	15150	20.2%
e	15150	20.2%
s	15150	20.2%
N	14850	19.8%
o	14850	19.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2500214	100.0%

Value	Count	Frequency (%)
(unknown)	75150	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
Y	500214	20.0%
e	500214	20.0%
s	500214	20.0%
N	499786	20.0%
o	499786	20.0%

Value	Count	Frequency (%)
Y	15150	20.2%
e	15150	20.2%
s	15150	20.2%
N	14850	19.8%
o	14850	19.8%

season
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	4	4
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	6	6
Median length	6	6
Mean length	5.500322	5.493333333
Min length	4	4

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	5500322	164800
Distinct characters	14	14
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Systematic Sample
1st row	Spring	Spring
2nd row	Summer	Spring
3rd row	Winter	Spring
4th row	Winter	Winter
5th row	Summer	Fall

Value	Count	Frequency (%)
winter	250307	25.0%
spring	250169	25.0%
fall	249839	25.0%
summer	249685	25.0%

Value	Count	Frequency (%)
fall	7600	25.3%
winter	7519	25.1%
spring	7492	25.0%
summer	7389	24.6%

Most occurring characters

Value	Count	Frequency (%)
r	750161	13.6%
i	500476	9.1%
n	500476	9.1%
e	499992	9.1%
S	499854	9.1%
l	499678	9.1%
m	499370	9.1%
W	250307	4.6%
t	250307	4.6%
p	250169	4.5%
Other values (4)	999532	18.2%

Value	Count	Frequency (%)
r	22400	13.6%
l	15200	9.2%
n	15011	9.1%
i	15011	9.1%
e	14908	9.0%
S	14881	9.0%
m	14778	9.0%
F	7600	4.6%
a	7600	4.6%
W	7519	4.6%
Other values (4)	29892	18.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5500322	100.0%

Value	Count	Frequency (%)
(unknown)	164800	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	750161	13.6%
i	500476	9.1%
n	500476	9.1%
e	499992	9.1%
S	499854	9.1%
l	499678	9.1%
m	499370	9.1%
W	250307	4.6%
t	250307	4.6%
p	250169	4.5%
Other values (4)	999532	18.2%

Value	Count	Frequency (%)
r	22400	13.6%
l	15200	9.2%
n	15011	9.1%
i	15011	9.1%
e	14908	9.0%
S	14881	9.0%
m	14778	9.0%
F	7600	4.6%
a	7600	4.6%
W	7519	4.6%
Other values (4)	29892	18.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5500322	100.0%

Value	Count	Frequency (%)
(unknown)	164800	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	750161	13.6%
i	500476	9.1%
n	500476	9.1%
e	499992	9.1%
S	499854	9.1%
l	499678	9.1%
m	499370	9.1%
W	250307	4.6%
t	250307	4.6%
p	250169	4.5%
Other values (4)	999532	18.2%

Value	Count	Frequency (%)
r	22400	13.6%
l	15200	9.2%
n	15011	9.1%
i	15011	9.1%
e	14908	9.0%
S	14881	9.0%
m	14778	9.0%
F	7600	4.6%
a	7600	4.6%
W	7519	4.6%
Other values (4)	29892	18.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5500322	100.0%

Value	Count	Frequency (%)
(unknown)	164800	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	750161	13.6%
i	500476	9.1%
n	500476	9.1%
e	499992	9.1%
S	499854	9.1%
l	499678	9.1%
m	499370	9.1%
W	250307	4.6%
t	250307	4.6%
p	250169	4.5%
Other values (4)	999532	18.2%

Value	Count	Frequency (%)
r	22400	13.6%
l	15200	9.2%
n	15011	9.1%
i	15011	9.1%
e	14908	9.0%
S	14881	9.0%
m	14778	9.0%
F	7600	4.6%
a	7600	4.6%
W	7519	4.6%
Other values (4)	29892	18.1%

weekend
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	3	3
Median length	2	3
Mean length	2.499333	2.500333333
Min length	2	2

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	2499333	75010
Distinct characters	5	5
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Systematic Sample
1st row	Yes	Yes
2nd row	Yes	Yes
3rd row	Yes	Yes
4th row	No	No
5th row	Yes	No

Value	Count	Frequency (%)
no	500667	50.1%
yes	499333	49.9%

Value	Count	Frequency (%)
yes	15010	50.0%
no	14990	50.0%

Most occurring characters

Value	Count	Frequency (%)
N	500667	20.0%
o	500667	20.0%
Y	499333	20.0%
e	499333	20.0%
s	499333	20.0%

Value	Count	Frequency (%)
Y	15010	20.0%
e	15010	20.0%
s	15010	20.0%
N	14990	20.0%
o	14990	20.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2499333	100.0%

Value	Count	Frequency (%)
(unknown)	75010	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	500667	20.0%
o	500667	20.0%
Y	499333	20.0%
e	499333	20.0%
s	499333	20.0%

Value	Count	Frequency (%)
Y	15010	20.0%
e	15010	20.0%
s	15010	20.0%
N	14990	20.0%
o	14990	20.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2499333	100.0%

Value	Count	Frequency (%)
(unknown)	75010	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	500667	20.0%
o	500667	20.0%
Y	499333	20.0%
e	499333	20.0%
s	499333	20.0%

Value	Count	Frequency (%)
Y	15010	20.0%
e	15010	20.0%
s	15010	20.0%
N	14990	20.0%
o	14990	20.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2499333	100.0%

Value	Count	Frequency (%)
(unknown)	75010	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	500667	20.0%
o	500667	20.0%
Y	499333	20.0%
e	499333	20.0%
s	499333	20.0%

Value	Count	Frequency (%)
Y	15010	20.0%
e	15010	20.0%
s	15010	20.0%
N	14990	20.0%
o	14990	20.0%

customer_support_calls
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	20	20
Distinct (%)	< 0.1%	0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	9.496269	9.496366667

	Full Dataset	Systematic Sample
Minimum	0	0
Maximum	19	19
Zeros	49755	1560
Zeros (%)	5.0%	5.2%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	0	0
5-th percentile	1	0
Q1	4	4
median	9	10
Q3	14	15
95-th percentile	18	18
Maximum	19	19
Range	19	19
Interquartile range (IQR)	10	11

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	5.761232791	5.790587578
Coefficient of variation (CV)	0.606683824	0.6097687443
Kurtosis	-1.204539564	-1.215817005
Mean	9.496269	9.496366667
Median Absolute Deviation (MAD)	5	5
Skewness	0.001572025506	-0.004931043499
Sum	9496269	284891
Variance	33.19180327	33.5309045
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
3	50608	5.1%
8	50350	5.0%
4	50334	5.0%
12	50312	5.0%
2	50158	5.0%
11	50151	5.0%
16	50087	5.0%
13	50074	5.0%
9	50053	5.0%
7	50050	5.0%
Other values (10)	497823	49.8%

Value	Count	Frequency (%)
13	1567	5.2%
0	1560	5.2%
11	1558	5.2%
8	1556	5.2%
16	1551	5.2%
17	1547	5.2%
1	1536	5.1%
5	1531	5.1%
3	1519	5.1%
18	1515	5.1%
Other values (10)	14560	48.5%

Value	Count	Frequency (%)
0	49755	5.0%
1	49530	5.0%
2	50158	5.0%
3	50608	5.1%
4	50334	5.0%

Value	Count	Frequency (%)
0	1560	5.2%
1	1536	5.1%
2	1456	4.9%
3	1519	5.1%
4	1485	5.0%

Value	Count	Frequency (%)
0	1560	0.2%
1	1536	0.2%
2	1456	0.1%
3	1519	0.2%
4	1485	0.1%

Value	Count	Frequency (%)
0	49755	165.9%
1	49530	165.1%
2	50158	167.2%
3	50608	168.7%
4	50334	167.8%

email_subscriptions
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	2	2
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	3	3
Median length	2	3
Mean length	2.499938	2.501266667
Min length	2	2

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	2499938	75038
Distinct characters	5	5
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Systematic Sample
1st row	No	No
2nd row	No	No
3rd row	Yes	Yes
4th row	No	No
5th row	No	No

Value	Count	Frequency (%)
no	500062	50.0%
yes	499938	50.0%

Value	Count	Frequency (%)
yes	15038	50.1%
no	14962	49.9%

Most occurring characters

Value	Count	Frequency (%)
N	500062	20.0%
o	500062	20.0%
Y	499938	20.0%
e	499938	20.0%
s	499938	20.0%

Value	Count	Frequency (%)
Y	15038	20.0%
e	15038	20.0%
s	15038	20.0%
N	14962	19.9%
o	14962	19.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2499938	100.0%

Value	Count	Frequency (%)
(unknown)	75038	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	500062	20.0%
o	500062	20.0%
Y	499938	20.0%
e	499938	20.0%
s	499938	20.0%

Value	Count	Frequency (%)
Y	15038	20.0%
e	15038	20.0%
s	15038	20.0%
N	14962	19.9%
o	14962	19.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2499938	100.0%

Value	Count	Frequency (%)
(unknown)	75038	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	500062	20.0%
o	500062	20.0%
Y	499938	20.0%
e	499938	20.0%
s	499938	20.0%

Value	Count	Frequency (%)
Y	15038	20.0%
e	15038	20.0%
s	15038	20.0%
N	14962	19.9%
o	14962	19.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2499938	100.0%

Value	Count	Frequency (%)
(unknown)	75038	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	500062	20.0%
o	500062	20.0%
Y	499938	20.0%
e	499938	20.0%
s	499938	20.0%

Value	Count	Frequency (%)
Y	15038	20.0%
e	15038	20.0%
s	15038	20.0%
N	14962	19.9%
o	14962	19.9%

app_usage
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	6	6
Median length	4	4
Mean length	4.334299	4.3313
Min length	3	3

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	4334299	129939
Distinct characters	12	12
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Systematic Sample
1st row	High	High
2nd row	High	Low
3rd row	Low	Medium
4th row	Low	Low
5th row	Medium	Medium

Value	Count	Frequency (%)
medium	333822	33.4%
low	333345	33.3%
high	332833	33.3%

Value	Count	Frequency (%)
low	10131	33.8%
medium	10035	33.5%
high	9834	32.8%

Most occurring characters

Value	Count	Frequency (%)
i	666655	15.4%
M	333822	7.7%
e	333822	7.7%
d	333822	7.7%
u	333822	7.7%
m	333822	7.7%
L	333345	7.7%
o	333345	7.7%
w	333345	7.7%
H	332833	7.7%
Other values (2)	665666	15.4%

Value	Count	Frequency (%)
i	19869	15.3%
L	10131	7.8%
w	10131	7.8%
o	10131	7.8%
M	10035	7.7%
e	10035	7.7%
d	10035	7.7%
u	10035	7.7%
m	10035	7.7%
H	9834	7.6%
Other values (2)	19668	15.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4334299	100.0%

Value	Count	Frequency (%)
(unknown)	129939	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	666655	15.4%
M	333822	7.7%
e	333822	7.7%
d	333822	7.7%
u	333822	7.7%
m	333822	7.7%
L	333345	7.7%
o	333345	7.7%
w	333345	7.7%
H	332833	7.7%
Other values (2)	665666	15.4%

Value	Count	Frequency (%)
i	19869	15.3%
L	10131	7.8%
w	10131	7.8%
o	10131	7.8%
M	10035	7.7%
e	10035	7.7%
d	10035	7.7%
u	10035	7.7%
m	10035	7.7%
H	9834	7.6%
Other values (2)	19668	15.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4334299	100.0%

Value	Count	Frequency (%)
(unknown)	129939	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	666655	15.4%
M	333822	7.7%
e	333822	7.7%
d	333822	7.7%
u	333822	7.7%
m	333822	7.7%
L	333345	7.7%
o	333345	7.7%
w	333345	7.7%
H	332833	7.7%
Other values (2)	665666	15.4%

Value	Count	Frequency (%)
i	19869	15.3%
L	10131	7.8%
w	10131	7.8%
o	10131	7.8%
M	10035	7.7%
e	10035	7.7%
d	10035	7.7%
u	10035	7.7%
m	10035	7.7%
H	9834	7.6%
Other values (2)	19668	15.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4334299	100.0%

Value	Count	Frequency (%)
(unknown)	129939	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	666655	15.4%
M	333822	7.7%
e	333822	7.7%
d	333822	7.7%
u	333822	7.7%
m	333822	7.7%
L	333345	7.7%
o	333345	7.7%
w	333345	7.7%
H	332833	7.7%
Other values (2)	665666	15.4%

Value	Count	Frequency (%)
i	19869	15.3%
L	10131	7.8%
w	10131	7.8%
o	10131	7.8%
M	10035	7.7%
e	10035	7.7%
d	10035	7.7%
u	10035	7.7%
m	10035	7.7%
H	9834	7.6%
Other values (2)	19668	15.1%

website_visits
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	100	100
Distinct (%)	< 0.1%	0.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	49.512951	49.32383333

	Full Dataset	Systematic Sample
Minimum	0	0
Maximum	99	99
Zeros	10111	296
Zeros (%)	1.0%	1.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	0	0
5-th percentile	4	5
Q1	25	24
median	50	49
Q3	75	74
95-th percentile	95	94
Maximum	99	99
Range	99	99
Interquartile range (IQR)	50	50

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	28.86977699	28.83333737
Coefficient of variation (CV)	0.5830752644	0.584572111
Kurtosis	-1.199464505	-1.200055603
Mean	49.512951	49.32383333
Median Absolute Deviation (MAD)	25	25
Skewness	-0.0006306812576	0.008063985979
Sum	49512951	1479715
Variance	833.4640237	831.361344
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
58	10304	1.0%
95	10250	1.0%
50	10235	1.0%
62	10177	1.0%
45	10175	1.0%
13	10166	1.0%
38	10160	1.0%
84	10147	1.0%
98	10136	1.0%
93	10132	1.0%
Other values (90)	898118	89.8%

Value	Count	Frequency (%)
25	338	1.1%
5	337	1.1%
53	335	1.1%
12	332	1.1%
85	331	1.1%
46	330	1.1%
44	328	1.1%
8	324	1.1%
76	324	1.1%
4	323	1.1%
Other values (90)	26698	89.0%

Value	Count	Frequency (%)
0	10111	1.0%
1	9997	1.0%
2	9933	1.0%
3	10007	1.0%
4	9969	1.0%

Value	Count	Frequency (%)
0	296	1.0%
1	274	0.9%
2	276	0.9%
3	304	1.0%
4	323	1.1%

Value	Count	Frequency (%)
0	296	< 0.1%
1	274	< 0.1%
2	276	< 0.1%
3	304	< 0.1%
4	323	< 0.1%

Value	Count	Frequency (%)
0	10111	33.7%
1	9997	33.3%
2	9933	33.1%
3	10007	33.4%
4	9969	33.2%

social_media_engagement
['Text', 'Text']

	Full Dataset	Systematic Sample
Distinct	3	3
Distinct (%)	< 0.1%	< 0.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Length

	Full Dataset	Systematic Sample
Max length	6	6
Median length	4	4
Mean length	4.332057	4.343133333
Min length	3	3

Characters and Unicode

	Full Dataset	Systematic Sample
Total characters	4332057	130294
Distinct characters	12	12
Distinct categories	1	1 ?
Distinct scripts	1	1 ?
Distinct blocks	1	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

	Full Dataset	Systematic Sample
Unique	0	0 ?
Unique (%)	0.0%	0.0%

Sample

	Full Dataset	Systematic Sample
1st row	High	High
2nd row	Medium	High
3rd row	Medium	Low
4th row	Low	Low
5th row	Low	Medium

Value	Count	Frequency (%)
low	334073	33.4%
medium	333065	33.3%
high	332862	33.3%

Value	Count	Frequency (%)
medium	10128	33.8%
low	9962	33.2%
high	9910	33.0%

Most occurring characters

Value	Count	Frequency (%)
i	665927	15.4%
L	334073	7.7%
w	334073	7.7%
o	334073	7.7%
M	333065	7.7%
e	333065	7.7%
d	333065	7.7%
u	333065	7.7%
m	333065	7.7%
H	332862	7.7%
Other values (2)	665724	15.4%

Value	Count	Frequency (%)
i	20038	15.4%
M	10128	7.8%
e	10128	7.8%
d	10128	7.8%
u	10128	7.8%
m	10128	7.8%
L	9962	7.6%
o	9962	7.6%
w	9962	7.6%
H	9910	7.6%
Other values (2)	19820	15.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4332057	100.0%

Value	Count	Frequency (%)
(unknown)	130294	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	665927	15.4%
L	334073	7.7%
w	334073	7.7%
o	334073	7.7%
M	333065	7.7%
e	333065	7.7%
d	333065	7.7%
u	333065	7.7%
m	333065	7.7%
H	332862	7.7%
Other values (2)	665724	15.4%

Value	Count	Frequency (%)
i	20038	15.4%
M	10128	7.8%
e	10128	7.8%
d	10128	7.8%
u	10128	7.8%
m	10128	7.8%
L	9962	7.6%
o	9962	7.6%
w	9962	7.6%
H	9910	7.6%
Other values (2)	19820	15.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4332057	100.0%

Value	Count	Frequency (%)
(unknown)	130294	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	665927	15.4%
L	334073	7.7%
w	334073	7.7%
o	334073	7.7%
M	333065	7.7%
e	333065	7.7%
d	333065	7.7%
u	333065	7.7%
m	333065	7.7%
H	332862	7.7%
Other values (2)	665724	15.4%

Value	Count	Frequency (%)
i	20038	15.4%
M	10128	7.8%
e	10128	7.8%
d	10128	7.8%
u	10128	7.8%
m	10128	7.8%
L	9962	7.6%
o	9962	7.6%
w	9962	7.6%
H	9910	7.6%
Other values (2)	19820	15.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4332057	100.0%

Value	Count	Frequency (%)
(unknown)	130294	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	665927	15.4%
L	334073	7.7%
w	334073	7.7%
o	334073	7.7%
M	333065	7.7%
e	333065	7.7%
d	333065	7.7%
u	333065	7.7%
m	333065	7.7%
H	332862	7.7%
Other values (2)	665724	15.4%

Value	Count	Frequency (%)
i	20038	15.4%
M	10128	7.8%
e	10128	7.8%
d	10128	7.8%
u	10128	7.8%
m	10128	7.8%
L	9962	7.6%
o	9962	7.6%
w	9962	7.6%
H	9910	7.6%
Other values (2)	19820	15.2%

days_since_last_purchase
Real number (ℝ)

	Full Dataset	Systematic Sample
Distinct	365	365
Distinct (%)	< 0.1%	1.2%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	182.027559	181.6553333

	Full Dataset	Systematic Sample
Minimum	0	0
Maximum	364	364
Zeros	2768	98
Zeros (%)	0.3%	0.3%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	7.6 MiB	234.5 KiB

Quantile statistics

	Full Dataset	Systematic Sample
Minimum	0	0
5-th percentile	18	18
Q1	91	91
median	182	181
Q3	273	273
95-th percentile	346	346
Maximum	364	364
Range	364	364
Interquartile range (IQR)	182	182

Descriptive statistics

	Full Dataset	Systematic Sample
Standard deviation	105.3645979	105.2680916
Coefficient of variation (CV)	0.5788387123	0.5794935371
Kurtosis	-1.199912738	-1.197007882
Mean	182.027559	181.6553333
Median Absolute Deviation (MAD)	91	91
Skewness	-0.0005543132091	0.005172950866
Sum	182027559	5449660
Variance	11101.69848	11081.37112
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
53	2916	0.3%
72	2890	0.3%
98	2888	0.3%
252	2869	0.3%
364	2867	0.3%
6	2862	0.3%
325	2857	0.3%
136	2843	0.3%
267	2833	0.3%
239	2832	0.3%
Other values (355)	971343	97.1%

Value	Count	Frequency (%)
180	110	0.4%
46	110	0.4%
147	107	0.4%
224	105	0.4%
75	105	0.4%
32	104	0.3%
293	103	0.3%
299	102	0.3%
266	102	0.3%
308	101	0.3%
Other values (355)	28951	96.5%

Value	Count	Frequency (%)
0	2768	0.3%
1	2752	0.3%
2	2701	0.3%
3	2709	0.3%
4	2786	0.3%

Value	Count	Frequency (%)
0	98	0.3%
1	86	0.3%
2	88	0.3%
3	83	0.3%
4	69	0.2%

Value	Count	Frequency (%)
0	98	< 0.1%
1	86	< 0.1%
2	88	< 0.1%
3	83	< 0.1%
4	69	< 0.1%

Value	Count	Frequency (%)
0	2768	9.2%
1	2752	9.2%
2	2701	9.0%
3	2709	9.0%
4	2786	9.3%

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks